{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04879194,0.0003966152,0.000621708,0.0008109454,0.0009723511,0.001612807,0.0009251058,0.0007239635,0.002334696],"category_scores_gemma":[0.09654201,0.0004721498,0.0009092739,0.0008403535,0.001172263,0.001375626,0.001388105,0.001145321,0.0004323818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001807782,"about_ca_system_score_gemma":0.002120651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00241617,"about_ca_topic_score_gemma":0.002644892,"domain_scores_codex":[0.9679528,0.02414487,0.002613351,0.001045212,0.00317731,0.001066413],"domain_scores_gemma":[0.8909843,0.07518346,0.01167374,0.0042706,0.01281993,0.005068011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004464134,0.01771411,0.7853531,0.001120192,0.0002714445,0.001099111,0.06903774,0.0004228048,0.003119435,0.0002203608,0.001898868,0.1152787],"study_design_scores_gemma":[0.001007079,0.0402831,0.8887455,0.0003445902,0.0001594716,0.0008937324,0.06144051,0.002222969,0.001549539,0.00008309749,0.003154319,0.0001160631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982077,0.00005240891,0.000254829,0.0001153599,0.000009878937,0.0006171484,0.00009191903,0.000009166826,0.0006416649],"genre_scores_gemma":[0.9966338,0.0001324454,0.00151477,0.0002109825,0.00001424445,0.001144715,0.00009063398,0.000007393547,0.0002509659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04879194,"threshold_uncertainty_score":0.2580395,"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."}}