{"id":"W3097056698","doi":"10.2196/18214","title":"The Acceptability and Efficacy of Electronic Data Collection in a Hospital Neurodevelopmental Clinic: Pilot Questionnaire Study","year":2020,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Bupa Foundation","keywords":"Respondent; Data collection; Medicine; Family medicine; Preference; Ethnic group; Computer-assisted web interviewing; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001855809,0.00009788516,0.0002020462,0.00009889084,0.0002373817,0.00003741139,0.0002662538,0.00003475516,0.00004487164],"category_scores_gemma":[0.0007747108,0.00006773164,0.00001904934,0.0006896108,0.0001871516,0.0002799848,0.000488005,0.000661616,0.00000570957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001311521,"about_ca_system_score_gemma":0.0004928258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004683145,"about_ca_topic_score_gemma":0.00008352492,"domain_scores_codex":[0.9980621,0.0004104457,0.0003837783,0.0002769732,0.0005265556,0.0003400988],"domain_scores_gemma":[0.9989899,0.0003672478,0.00006506484,0.0002954353,0.0001958777,0.00008647776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004545764,0.0008835905,0.856374,0.0002593904,0.0001189447,0.00001568786,0.1025801,1.580655e-7,0.0000727888,0.00006008931,0.00462255,0.03046686],"study_design_scores_gemma":[0.002646476,0.005228121,0.9861664,0.00003468108,0.00000576455,0.000003877803,0.004173217,0.0005885765,0.000092217,0.00003511164,0.0009444319,0.00008119163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949289,0.00009545349,0.000003000132,0.002092304,0.00005123115,0.001955876,0.0000126078,0.00001832236,0.0008423376],"genre_scores_gemma":[0.9996098,0.0001017938,0.00003337325,0.00003237338,0.0000245699,0.00009607415,0.00007512741,0.000008544172,0.00001837083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1297923,"threshold_uncertainty_score":0.2874429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07494013739488939,"score_gpt":0.4201949362623558,"score_spread":0.3452547988674665,"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."}}