{"id":"W1586431112","doi":"","title":"Male Midlife Depression: Multidimensional Contributing Factors and Renewed Practice Approaches","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Psychology; Clinical psychology; Sociocultural evolution; Stress management; Developmental psychology; Psychotherapist","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":[0.008938027,0.0004186472,0.0005307002,0.001778888,0.005852255,0.005157807,0.001696958,0.001625468,0.002000614],"category_scores_gemma":[0.008000686,0.0004484821,0.0005061595,0.0009288472,0.004153967,0.003355822,0.006391445,0.002155229,0.0001707629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005538935,"about_ca_system_score_gemma":0.009868531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004529921,"about_ca_topic_score_gemma":0.01413082,"domain_scores_codex":[0.993197,0.003922895,0.000316737,0.0005245309,0.00126126,0.0007776192],"domain_scores_gemma":[0.9952894,0.001899344,0.0006766631,0.0003207533,0.0006732069,0.001140562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008448803,0.0007059503,0.1045354,0.000804924,0.00006545593,0.003163773,0.4652854,0.0001611246,0.001589231,0.03268448,0.003803752,0.3871161],"study_design_scores_gemma":[0.0000663398,0.0005199729,0.1057531,0.001926245,0.00009514608,0.01273025,0.7785212,0.001288167,0.0009074341,0.03372872,0.06435549,0.0001078204],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8189055,0.02305424,0.01662028,0.1021087,0.0005730585,0.0006211333,0.00003435424,0.00010618,0.03797647],"genre_scores_gemma":[0.9831282,0.004671633,0.007899169,0.001742498,0.0001204993,0.0002007969,0.00001620569,0.00000807364,0.002213108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008938027,"threshold_uncertainty_score":0.0472694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05233795035991367,"score_gpt":0.3523838651661654,"score_spread":0.3000459148062517,"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."}}