{"id":"W6921009674","doi":"10.6084/m9.figshare.21258287","title":"Additional file 1 of A healthcare workers’ mHealth adoption instrument for the developing world","year":2022,"lang":"en","type":"article","venue":"Open MIND","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"mHealth; Developing country; Health care; eHealth; Telemedicine; Mobile device","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":{"n_in":0,"stratum":"aff_core","weight":5595.2375,"opus":{"tier":"OUT","genre":"other","about_ca":false,"confidence":"medium","reason":"Supplementary file of a paper developing an mHealth adoption instrument for health workers; health informatics measurement, not research-on-research."},"gpt":{"tier":"OUT","genre":"other","about_ca":false,"confidence":"low","reason":"The record is only an additional file for a healthcare instrument and does not show that research itself is the object."},"grok":{"tier":"OUT","genre":"other","about_ca":false,"confidence":"high","reason":"Supplementary additional file only; parent mHealth instrument concerns clinical technology adoption, not research."}},"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001717583,0.0006817598,0.0006814438,0.002112639,0.001009173,0.0008882623,0.001028873,0.000822404,0.7700009],"category_scores_gemma":[0.03109553,0.0003636707,0.0005060536,0.003925355,0.0002361761,0.001530321,0.0009080055,0.001021876,0.0877056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001019383,"about_ca_system_score_gemma":0.002585985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01232619,"about_ca_topic_score_gemma":0.01799279,"domain_scores_codex":[0.9991801,0.0001930344,0.0001826514,0.0001328774,0.0001986851,0.0001127144],"domain_scores_gemma":[0.9754999,0.01700016,0.002106978,0.0007594559,0.004127312,0.0005061832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002184168,0.0002030982,0.005000185,0.001411612,0.00001974932,0.00003859328,0.0001665948,0.0001920089,0.00004250232,0.0009529079,0.9829133,0.008840986],"study_design_scores_gemma":[0.003784012,0.0006140248,0.1097624,0.005242379,0.0001605966,0.0005339559,0.002997505,0.00143348,0.0007161137,0.01058606,0.8639956,0.0001739904],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.0007826624,0.0000178745,0.0002361751,0.0001660219,0.00002033695,0.0003428079,0.9960074,0.0000509301,0.00237585],"genre_scores_gemma":[0.0221574,0.0002505733,0.003758221,0.0007828113,0.0001206067,0.01047664,0.9405,0.000244062,0.02170966],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7700009,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1610358904937081,"score_gpt":0.4479959804861939,"score_spread":0.2869600899924858,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}