{"id":"W4234792174","doi":"10.15406/mojamt.2016.01.00014","title":"New principals for Electronic Records in Mental Health","year":2016,"lang":"en","type":"article","venue":"MOJ Addiction Medicine & Therapy","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Health records; Psychology; Electronic records; Electronic health record; Psychiatry; Political science; World Wide Web; Computer science; Health care; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03574551,0.0007368476,0.001197054,0.005968601,0.003371446,0.01233586,0.003344321,0.004961419,0.1158192],"category_scores_gemma":[0.1399876,0.001385639,0.001492189,0.009641367,0.004361697,0.02598694,0.01050416,0.008899566,0.07847483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003910564,"about_ca_system_score_gemma":0.01162921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003483822,"about_ca_topic_score_gemma":0.003839597,"domain_scores_codex":[0.9626182,0.01574754,0.006904432,0.003140472,0.01023556,0.001353869],"domain_scores_gemma":[0.8091032,0.06262632,0.01848589,0.0572561,0.03670365,0.01582482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001147871,0.00008674191,0.002190904,0.0007985923,0.00002896161,0.0002152188,0.001168855,0.0000769001,0.0003889676,0.09393401,0.5750486,0.3259475],"study_design_scores_gemma":[0.00003870825,0.00004295366,0.001633621,0.0007904453,0.00001420694,0.0005178823,0.0002974622,0.0001348056,0.0001810722,0.006140898,0.9901749,0.00003315111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.005201999,0.04173192,0.1296145,0.307875,0.05263944,0.002285578,0.007949026,0.02499698,0.4277055],"genre_scores_gemma":[0.07917448,0.07167141,0.2771781,0.08739125,0.05298282,0.005869009,0.01286827,0.007669546,0.405195],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1158192,"threshold_uncertainty_score":0.3874538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07106750180710085,"score_gpt":0.4554900658838405,"score_spread":0.3844225640767396,"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."}}