{"id":"W4389251919","doi":"10.1007/978-3-031-42082-5_5","title":"Risikofaktoren und Depressionsraten bei Männern: Sind Männer widerstandsfähiger oder wird Depression bei Männern unterschätzt und unterdiagnostiziert?","year":2023,"lang":"de","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Rumination; Depression (economics); Coping (psychology); Psychology; Clinical psychology; Medicine; Epidemiology; Mental health; Gynecology; Psychiatry; Cognition; Internal medicine","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":[0.0004436991,0.0001586246,0.0002842688,0.0005537202,0.0003472922,0.0009974974,0.0002549223,0.0006647479,0.008468298],"category_scores_gemma":[0.001563666,0.0001602033,0.0002309881,0.001243019,0.0004403781,0.0006610832,0.0002465467,0.0007767873,0.001098884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005843413,"about_ca_system_score_gemma":0.001035454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01028278,"about_ca_topic_score_gemma":0.03470141,"domain_scores_codex":[0.9998732,0.0000488481,0.000008570194,0.00001098744,0.0000431675,0.00001531166],"domain_scores_gemma":[0.9995647,0.0003199967,0.00004047713,0.000005838407,0.00003538939,0.00003355358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001321717,0.0002614867,0.04380792,0.002133389,0.00008040499,0.0004751633,0.005190035,0.0001820214,0.0004634902,0.03591046,0.325153,0.5862104],"study_design_scores_gemma":[0.0000542059,0.0003120796,0.3602728,0.005232974,0.0001550871,0.002585873,0.01319598,0.0003561237,0.0003139533,0.04146026,0.5760068,0.00005388135],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03401466,0.7572079,0.0006263315,0.04523615,0.002534285,0.00005977885,0.001359087,0.00003092157,0.158931],"genre_scores_gemma":[0.1831894,0.6778084,0.001535779,0.0114301,0.002827288,0.0001440363,0.0006854152,0.00002175943,0.1223578],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01028278,"threshold_uncertainty_score":0.02832931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07504842733904453,"score_gpt":0.3832802453058102,"score_spread":0.3082318179667656,"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."}}