{"id":"W3022833729","doi":"10.1111/eip.12990","title":"International application of standards for health care quality, access and evaluation of services for early intervention in psychotic disorders","year":2020,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; University of Calgary","funders":"Novo Nordisk Fonden; Lundbeckfonden","keywords":"Intervention (counseling); Quality (philosophy); Psychiatry; Medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001217358,0.000114422,0.0002943139,0.000287566,0.00002376392,0.00002816677,0.0001516171,0.00006608597,0.00003359914],"category_scores_gemma":[0.00009045003,0.0001146076,0.0002204943,0.0002359495,0.00003489523,0.0002253687,0.00003910994,0.00009820236,5.103516e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001930564,"about_ca_system_score_gemma":0.0001416757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001469807,"about_ca_topic_score_gemma":0.01235166,"domain_scores_codex":[0.9980039,0.0001502928,0.0008228314,0.0003096884,0.0005650244,0.0001482467],"domain_scores_gemma":[0.9988235,0.00004532026,0.0004180228,0.0001494675,0.0004838558,0.00007989058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01061297,0.0008612017,0.8233109,0.00477345,0.0001526892,5.640982e-8,0.001993988,0.00003705746,0.00002490462,0.002611678,0.00007360269,0.1555475],"study_design_scores_gemma":[0.02045464,0.002522712,0.9600103,0.001089825,0.00006643439,4.723799e-7,0.001522683,0.003265099,0.0001093463,0.01078587,0.00008363655,0.00008900119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782822,0.001728903,0.01007959,0.006477388,0.0003542486,0.002714631,0.0002874031,0.00001327171,0.00006243693],"genre_scores_gemma":[0.9963591,0.00005876541,0.002530615,0.00005791863,0.00006764725,0.0005954941,0.0003102421,0.00001592786,0.000004337817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1554585,"threshold_uncertainty_score":0.6892518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04301454063347434,"score_gpt":0.4741730596427922,"score_spread":0.4311585190093178,"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."}}