{"id":"W7097110161","doi":"","title":"Federico Allodi is a Psychiatrist at Toronto Western Hospital.","year":2014,"lang":"en","type":"article","venue":"","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003559109,0.0007584001,0.0006256481,0.00118646,0.002354251,0.001307016,0.0007949421,0.001323322,0.3774337],"category_scores_gemma":[0.002486674,0.0005081962,0.0002289302,0.0009021183,0.0008099893,0.001039321,0.001149066,0.001689784,0.1087249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002676018,"about_ca_system_score_gemma":0.003845452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06241326,"about_ca_topic_score_gemma":0.174629,"domain_scores_codex":[0.9996545,0.00004508804,0.00001766503,0.00008803378,0.0000940429,0.000100666],"domain_scores_gemma":[0.9973021,0.000219976,0.00009117294,0.00006615536,0.0005212587,0.001799355],"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":[0.00006047364,0.00004083279,0.002038528,0.0001381568,0.000009706429,0.0007626166,0.0003525027,0.00002981698,0.0002023357,0.000533344,0.9358673,0.05996438],"study_design_scores_gemma":[0.00002957756,0.00005363405,0.008948241,0.0003114864,0.00001855781,0.002465435,0.001358155,0.0000952867,0.0001936318,0.0006210218,0.9858672,0.00003781217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01319327,0.05624557,0.001233916,0.2897554,0.03375769,0.0002400401,0.004015009,0.001432463,0.6001267],"genre_scores_gemma":[0.05212154,0.04002803,0.001135977,0.0260832,0.004948738,0.0001046472,0.001080099,0.0004620832,0.8740356],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6225663,"threshold_uncertainty_score":0.8880153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01390319725749584,"score_gpt":0.2432859509642764,"score_spread":0.2293827537067806,"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."}}