{"id":"W2428955973","doi":"10.1097/01.npr.0000472250.13456.80","title":"Male depression and suicide","year":2015,"lang":"en","type":"article","venue":"The Nurse Practitioner","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada); BC Hydro (Canada)","funders":"","keywords":"Depression (economics); Suicide rates; Suicide prevention; Psychiatry; Psychology; Position (finance); Medicine; Injury prevention; Poison control; Demography; Clinical psychology; Medical emergency; Sociology","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":[0.0007851458,0.00008152414,0.0001954999,0.0004167485,0.0006261214,0.001046944,0.0001964299,0.000449478,0.006975184],"category_scores_gemma":[0.003997074,0.000123037,0.0002234696,0.0004338562,0.0004005861,0.0003808494,0.0006043239,0.000564513,0.000438696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006070779,"about_ca_system_score_gemma":0.0007299689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00645213,"about_ca_topic_score_gemma":0.01343395,"domain_scores_codex":[0.9992216,0.0004616763,0.00003347598,0.00003676154,0.0001548572,0.00009170542],"domain_scores_gemma":[0.9981645,0.0004932189,0.0006488662,0.00007117657,0.0001494651,0.0004728523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000401172,0.0003060701,0.8421012,0.0005100619,0.0002268254,0.001043335,0.006062041,0.00007746686,0.0002746515,0.01132289,0.01132344,0.1263508],"study_design_scores_gemma":[0.00002295959,0.0002496066,0.9752781,0.0004448461,0.00006579154,0.001798224,0.005118507,0.00006997263,0.0001064296,0.002328373,0.01450751,0.000009511728],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8343121,0.0839379,0.000152416,0.01969871,0.0004053026,0.00002485242,0.0002850095,0.000009440222,0.06117431],"genre_scores_gemma":[0.9837451,0.01233129,0.00005991964,0.0009079301,0.0001470376,0.000006333361,0.00003733294,0.000001485487,0.002763584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006975184,"threshold_uncertainty_score":0.02333426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05998444677063718,"score_gpt":0.358083326406398,"score_spread":0.2980988796357608,"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."}}