{"id":"W4389253227","doi":"10.1007/978-3-031-42082-5_3","title":"Verschwendete Leben: Substanzmissbrauch, Substanzgebrauchsstörungen und Sucht bei Männern","year":2023,"lang":"de","type":"book-chapter","venue":"","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Psychiatry; Substance abuse; Loneliness; Psychosocial; Medicine; Addiction; Cannabis; Depression (economics); Psychology; Clinical psychology","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":[0.0005094636,0.0003246648,0.0003220362,0.0006595162,0.000992728,0.002401597,0.0004466803,0.001866706,0.02033176],"category_scores_gemma":[0.0009987064,0.0001698837,0.0002678393,0.001014659,0.001636583,0.00235004,0.000991906,0.002264402,0.003164425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001278125,"about_ca_system_score_gemma":0.002091553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005201726,"about_ca_topic_score_gemma":0.02218154,"domain_scores_codex":[0.9997881,0.00007210184,0.000009667269,0.00001740175,0.00008281248,0.00002994959],"domain_scores_gemma":[0.9997626,0.0001581152,0.00002202895,0.000007028189,0.00002129734,0.0000288621],"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":[0.00003199978,0.0001136612,0.0005086132,0.0006553539,0.00001048054,0.0002501878,0.002569853,0.0001712355,0.0002120896,0.2037025,0.4676109,0.3241632],"study_design_scores_gemma":[0.000007339922,0.00003581957,0.001648628,0.001226089,0.000007491225,0.0007007702,0.00210615,0.00007601632,0.0000912376,0.04101922,0.9530703,0.0000107189],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.003277286,0.5019399,0.001315339,0.04842293,0.005643213,0.00003694009,0.0002118413,0.00004780918,0.4391047],"genre_scores_gemma":[0.04585945,0.4581144,0.00233315,0.02153323,0.003194059,0.0001027695,0.0001634814,0.00005816625,0.4686413],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02033176,"threshold_uncertainty_score":0.06801653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05033056848842088,"score_gpt":0.2870625199963717,"score_spread":0.2367319515079508,"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."}}