{"id":"W3044852373","doi":"10.1016/j.socscimed.2020.113173","title":"Help-seeking prior to male suicide: Bereaved men perspectives","year":2020,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; University of British Columbia","funders":"Movember Foundation","keywords":"Mental health; Framing (construction); Suicide prevention; Mental illness; Psychology; Psychiatry; Context (archaeology); Peer support; Poison control; Medicine; Medical emergency","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":[0.001217788,0.0001834022,0.0003058384,0.0009441624,0.004314686,0.003269215,0.0004712831,0.001341265,0.006644577],"category_scores_gemma":[0.003967709,0.0002059202,0.0002369249,0.0005605427,0.001485869,0.002264701,0.002063743,0.001955799,0.0004029903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001311915,"about_ca_system_score_gemma":0.002402236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01012329,"about_ca_topic_score_gemma":0.02335386,"domain_scores_codex":[0.9992423,0.0003286647,0.00002108943,0.00004405675,0.00008479843,0.0002791316],"domain_scores_gemma":[0.9981668,0.0005121292,0.0003293769,0.00003717731,0.0001919479,0.000762587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008535999,0.001115887,0.3056884,0.0003674093,0.00008116158,0.007963939,0.5896877,0.00009764611,0.00159797,0.03076815,0.00858161,0.05319643],"study_design_scores_gemma":[0.00001764872,0.0003446108,0.1264239,0.0003020829,0.00003450883,0.001854336,0.8516691,0.00007939813,0.0004147182,0.002550197,0.01628445,0.00002499496],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616252,0.003019567,0.000152023,0.01277144,0.0002587032,0.00001806533,0.0001050677,0.00000622544,0.02204365],"genre_scores_gemma":[0.9951585,0.001383739,0.00003803481,0.0008739838,0.0001321833,0.000005518787,0.00002539751,0.000003453266,0.00237922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01012329,"threshold_uncertainty_score":0.0222283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05776699141518109,"score_gpt":0.363156942270092,"score_spread":0.3053899508549109,"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."}}