{"id":"W132510018","doi":"10.1139/jpn.0239","title":"Why treat depression differently from other medical problems?","year":2002,"lang":"en","type":"editorial","venue":"Journal of Psychiatry and Neuroscience","topic":"Treatment of Major Depression","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Blame; Psychiatry; Antidepressant; Medicine; Psychology; Anxiety","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":[0.0105821,0.0009811294,0.002513757,0.001690451,0.002393283,0.004900332,0.002230212,0.01443543,0.007345694],"category_scores_gemma":[0.04468261,0.0004755913,0.001413654,0.001155352,0.005746731,0.008721706,0.002225415,0.01989882,0.005039462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00300892,"about_ca_system_score_gemma":0.004277457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003457093,"about_ca_topic_score_gemma":0.009473003,"domain_scores_codex":[0.9892402,0.00471558,0.0009134916,0.000724376,0.003789471,0.0006169538],"domain_scores_gemma":[0.9787148,0.01105278,0.001861441,0.0006757866,0.005084754,0.002610353],"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":[0.0002684144,0.0002907896,0.001555086,0.002592907,0.0002839718,0.0004781197,0.0009987013,0.000138686,0.0003237528,0.01055546,0.7559274,0.2265866],"study_design_scores_gemma":[0.0009156904,0.0005045944,0.003954672,0.01182181,0.0003722221,0.001534982,0.002297518,0.0004047174,0.0004799303,0.0574966,0.9200512,0.0001661041],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0007822471,0.06824785,0.0008487221,0.8967628,0.0291645,0.0000434551,0.00003925564,0.00009366469,0.004017497],"genre_scores_gemma":[0.01245695,0.08268073,0.00364833,0.8222526,0.073157,0.000184969,0.00008416834,0.0001105017,0.005424703],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01443543,"threshold_uncertainty_score":0.05596411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01587684594338498,"score_gpt":0.2824641157279153,"score_spread":0.2665872697845303,"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."}}