{"id":"W2145610187","doi":"10.1016/j.socscimed.2010.03.006","title":"Help seeking for cardiac symptoms: Beyond the masculine–feminine binary","year":2010,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":80,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Help-seeking; Psychology; Masculinity; Ideology; Health care; Medicine; Social psychology; Developmental psychology; Mental health; Psychiatry; Politics","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00449976,0.0001321105,0.0002618413,0.0000904237,0.005434135,0.0001060956,0.0007887731,0.00008778226,0.00006066848],"category_scores_gemma":[0.001165475,0.00008685864,0.0001214349,0.001065034,0.003137744,0.0002652479,0.0001205999,0.0002490925,0.00001116881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000836342,"about_ca_system_score_gemma":0.0004355578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001892674,"about_ca_topic_score_gemma":0.001723544,"domain_scores_codex":[0.9975694,0.00006618655,0.0002229492,0.0003503892,0.001122019,0.0006690749],"domain_scores_gemma":[0.9990403,0.0001363102,0.0001144069,0.0001897006,0.0003622852,0.0001569993],"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":[0.00002168523,0.00007684686,0.05024682,0.0000312466,0.00007969378,0.000002918277,0.5778056,7.750959e-7,0.03157023,0.1509255,0.1384564,0.05078216],"study_design_scores_gemma":[0.0008294217,0.0002027962,0.05053602,0.00003093071,0.0001721127,0.000001101942,0.3723171,0.00006157337,0.0001436794,0.0231647,0.5521265,0.0004140847],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7531369,0.0006594901,0.0001372658,0.1766855,0.008591044,0.0009512111,0.00001533287,0.0001291079,0.05969412],"genre_scores_gemma":[0.9912191,0.0001148054,0.00004503412,0.000934825,0.005709507,0.00005194423,0.000002984526,0.000009157086,0.00191264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4136701,"threshold_uncertainty_score":0.9995751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02204629185402112,"score_gpt":0.3315730861628152,"score_spread":0.3095267943087941,"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."}}