{"id":"W2908456125","doi":"10.2196/12350","title":"Understanding Determinants of Health Care Professionals’ Perspectives on Mobile Health Continuance and Performance","year":2018,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Council","keywords":"mHealth; Continuance; Health care; Psychological intervention; Nursing; Psychology; Medicine; Knowledge management; Applied psychology; Computer science; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006939489,0.0002370754,0.0001861532,0.00135704,0.0008991843,0.002203767,0.0003527598,0.0007381887,0.002413191],"category_scores_gemma":[0.03467429,0.0002183449,0.00042523,0.0006482302,0.001173969,0.001241369,0.001693944,0.0007913996,0.0001574648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001283125,"about_ca_system_score_gemma":0.003051303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008916607,"about_ca_topic_score_gemma":0.006814299,"domain_scores_codex":[0.9963341,0.001873236,0.0002710177,0.0002202534,0.0006109196,0.0006904165],"domain_scores_gemma":[0.9629805,0.02432604,0.006147272,0.0006739675,0.002485713,0.003386529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006715849,0.0001958505,0.945797,0.00005843351,0.00002799607,0.0001484213,0.04471328,0.00007723573,0.0002987389,0.0002132105,0.000181326,0.008221419],"study_design_scores_gemma":[0.0000113795,0.0002224648,0.9012805,0.0001065042,0.0000244883,0.0001517518,0.09628622,0.000859433,0.00014011,0.0002538574,0.0006456551,0.00001756116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985414,0.0000648778,0.0001055642,0.0003563583,0.000002989358,0.00001354068,0.00001519964,0.000001744464,0.0008983378],"genre_scores_gemma":[0.9997841,0.0000447921,0.00006455515,0.00003079611,0.000003218609,0.000007696171,0.00001212582,5.047573e-7,0.00005226384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008916607,"threshold_uncertainty_score":0.03669995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09047323165447797,"score_gpt":0.4747246725448584,"score_spread":0.3842514408903804,"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."}}