{"id":"W4388014775","doi":"10.1177/10497323231198967","title":"Connecting Masculinities to Men’s Illness Vulnerabilities and Resilience","year":2023,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research; Canada Research Chairs; Movember Foundation","keywords":"Resilience (materials science); Psychology; Vulnerability (computing); Computer security; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.02717869,0.00008713482,0.0002314409,0.0003696558,0.005090409,0.0001986231,0.0002150827,0.0000439426,0.00003253345],"category_scores_gemma":[0.008840109,0.00008383186,0.00002888882,0.001293762,0.0003996838,0.0001934953,0.0002720792,0.0003028506,0.0002223738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002480862,"about_ca_system_score_gemma":0.0004312303,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0429389,"about_ca_topic_score_gemma":0.02473305,"domain_scores_codex":[0.9916297,0.005570907,0.0002866074,0.0003754569,0.00115055,0.0009867524],"domain_scores_gemma":[0.9956272,0.003257194,0.00004377987,0.0001491288,0.0005915384,0.0003311648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000137901,0.00001005322,0.0002187034,0.0001411586,0.000008796566,0.000001895332,0.8982625,0.000006622378,0.000005510842,0.07009447,0.02568682,0.005549665],"study_design_scores_gemma":[0.0001039054,0.0001481335,0.002122751,0.00004818352,6.008514e-7,2.025192e-7,0.9303907,0.00002034995,0.000008602267,0.02553075,0.04153217,0.00009369126],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7688,0.0008002564,0.0001213908,0.2177292,0.0001903339,0.0007994027,0.000028568,0.000149868,0.011381],"genre_scores_gemma":[0.9884885,0.001907162,0.0002778281,0.0002873675,0.0001471833,0.0001648312,0.000002667511,0.00001141473,0.008713076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2196885,"threshold_uncertainty_score":0.9995089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4819819570296294,"score_gpt":0.6101481635483331,"score_spread":0.1281662065187038,"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."}}