{"id":"W4403869169","doi":"10.3280/qpc54-2024oa18658","title":"Ruolo della TCC e linee guida NICE e CANMAT per il trattamento della depressione negli adulti","year":2024,"lang":"it","type":"article","venue":"QUADERNI DI PSICOTERAPIA COGNITIVA","topic":"Treatment of Major Depression","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.008100555,0.0005719491,0.001362819,0.002258478,0.001146018,0.003144441,0.001418398,0.00225271,0.01705492],"category_scores_gemma":[0.02366348,0.0002919195,0.001188418,0.00286964,0.00105737,0.001508085,0.0014658,0.003292105,0.005699778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005116549,"about_ca_system_score_gemma":0.01237661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03429023,"about_ca_topic_score_gemma":0.07351933,"domain_scores_codex":[0.9911998,0.004128433,0.0005904457,0.000871706,0.002428845,0.0007807583],"domain_scores_gemma":[0.9772366,0.006655612,0.003403451,0.001405239,0.008416989,0.002882103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001747339,0.0002776562,0.01316968,0.003704177,0.0002732682,0.0002490302,0.0005685931,0.0003266976,0.001011624,0.01197795,0.424876,0.541818],"study_design_scores_gemma":[0.0007489881,0.001342168,0.0636544,0.006655536,0.0004467649,0.001514919,0.0004121319,0.0006097357,0.001074699,0.003463091,0.9199298,0.0001477721],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02570098,0.4273861,0.007817471,0.2450077,0.009362329,0.001483188,0.007380594,0.0009677753,0.2748939],"genre_scores_gemma":[0.3366745,0.3602565,0.04491587,0.1362849,0.01931392,0.004389349,0.01158601,0.0009328257,0.08564599],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03429023,"threshold_uncertainty_score":0.06818128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02739544382269336,"score_gpt":0.3018540779847161,"score_spread":0.2744586341620227,"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."}}