{"id":"W2578668025","doi":"10.1177/070674370304800920","title":"Reply to Dr Ungar","year":2003,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Medicine","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":[0.005450503,0.001293216,0.002466992,0.001611374,0.00858827,0.007269351,0.00404023,0.08621278,0.0124001],"category_scores_gemma":[0.05124452,0.00154704,0.001951161,0.001461184,0.005431344,0.005265431,0.004078808,0.0720875,0.009064057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007496171,"about_ca_system_score_gemma":0.00891995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01611507,"about_ca_topic_score_gemma":0.027704,"domain_scores_codex":[0.9946828,0.001133405,0.000550197,0.0009639706,0.001439707,0.001229866],"domain_scores_gemma":[0.9792891,0.009524564,0.001427924,0.0006761376,0.004852265,0.004229963],"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":[0.00001658839,0.000005433883,0.0001594594,0.00003647578,0.00001338338,0.0004076153,0.0001548284,0.00001547503,0.00004220162,0.0006202246,0.9967111,0.001817247],"study_design_scores_gemma":[0.00004544307,0.00003537345,0.001204284,0.0003746986,0.00005374157,0.001372676,0.001879612,0.0001257645,0.0001723539,0.002926231,0.9917136,0.00009610861],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001684919,0.001942533,0.00004220364,0.932884,0.06382369,0.000008121078,0.00002349939,0.00002191928,0.001085464],"genre_scores_gemma":[0.001104891,0.0004894041,0.0000436409,0.9767855,0.01721446,0.00001346397,0.000008714665,0.00001337744,0.004326401],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08621278,"threshold_uncertainty_score":0.0543887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0775365666413324,"score_gpt":0.398006880206743,"score_spread":0.3204703135654106,"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."}}