{"id":"W2891583663","doi":"10.1177/1049732318800003","title":"Unpacking Social Isolation in Men’s Suicidality","year":2018,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Movember Canada","keywords":"Social isolation; Isolation (microbiology); Phenomenology (philosophy); Feeling; Alienation; Psychology; Social connectedness; Everyday life; Psychosocial; Sociology; Social psychology; Psychotherapist; Epistemology; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002999224,0.0004029807,0.0004469193,0.00186488,0.01209452,0.003969969,0.000980345,0.0006442457,0.001768222],"category_scores_gemma":[0.004907559,0.0003949518,0.0002984833,0.00132703,0.01785312,0.002391913,0.006418106,0.001763075,0.00008138526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01088183,"about_ca_system_score_gemma":0.01219527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.323769,"about_ca_topic_score_gemma":0.548656,"domain_scores_codex":[0.997428,0.001635739,0.00006236805,0.00009946218,0.0003192399,0.0004551169],"domain_scores_gemma":[0.9977565,0.001123939,0.0004225796,0.000122644,0.0002475738,0.0003268296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001753829,0.000007848841,0.007136464,0.00005078776,0.000006084998,0.0001752829,0.9878629,0.00001767789,0.0002267987,0.00129342,0.0001652952,0.003039822],"study_design_scores_gemma":[0.000001537749,0.00001711313,0.01118666,0.00007260087,0.000006760273,0.0001112516,0.985282,0.00001848936,0.0000726865,0.0003103559,0.002912017,0.000008660121],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896007,0.0009097915,0.0003468411,0.001714863,0.00003459259,0.00003031531,0.00003146797,0.000006360036,0.007325091],"genre_scores_gemma":[0.998908,0.0003488914,0.0001090516,0.0001295395,0.000006912765,0.00001060505,0.00001166404,0.000003224523,0.0004720874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.323769,"threshold_uncertainty_score":0.643769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5882086367065001,"score_gpt":0.6524932957621341,"score_spread":0.06428465905563396,"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."}}