{"id":"W2605864173","doi":"10.1212/cpj.0000000000000345","title":"Neurology and mental health","year":2017,"lang":"en","type":"letter","venue":"Neurology Clinical Practice","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Neurology; Mental health; Engineering ethics; Psychology; Psychiatry; Engineering","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":[0.002615461,0.0009612902,0.001058027,0.001093352,0.006344802,0.004745819,0.001876923,0.033085,0.01377614],"category_scores_gemma":[0.02001599,0.0004955997,0.0008274659,0.00079359,0.005861353,0.005639737,0.003596253,0.03748829,0.007713266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005753004,"about_ca_system_score_gemma":0.006441858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003697463,"about_ca_topic_score_gemma":0.01032271,"domain_scores_codex":[0.9959947,0.001171189,0.0003427846,0.0004440619,0.001453898,0.0005934282],"domain_scores_gemma":[0.9908255,0.005148228,0.0006277527,0.000326062,0.001262263,0.001810104],"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":[0.00001034573,0.0000195676,0.0002746506,0.00007633138,0.000006956546,0.001607224,0.0001745849,0.00002872567,0.00006589942,0.00515091,0.9766566,0.01592808],"study_design_scores_gemma":[0.00004891331,0.00004901613,0.0008486793,0.0007575003,0.00001181561,0.005909785,0.000666654,0.0001448268,0.00006452753,0.02069106,0.9707761,0.00003109718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0001918139,0.00789538,0.0000533141,0.9478742,0.03894101,0.000005663424,0.00001178883,0.00001820815,0.00500864],"genre_scores_gemma":[0.003784773,0.008586352,0.000103887,0.8034049,0.1801003,0.00001788076,0.00002193577,0.00002021335,0.003959692],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.033085,"threshold_uncertainty_score":0.04608572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1339569630015187,"score_gpt":0.4362027607556474,"score_spread":0.3022457977541287,"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."}}