{"id":"W4407028341","doi":"10.1136/bmjsem-2024-002275","title":"Mental health help-seeking knowledge, attitudes and behaviour among male elite rugby players: the role of masculine health-related values","year":2025,"lang":"en","type":"article","venue":"BMJ Open Sport & Exercise Medicine","topic":"Sport Psychology and Performance","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Japan Society for the Promotion of Science; Toyota Foundation","keywords":"Psychology; Elite; Athletes; Mental health; Social psychology; Clinical psychology; Help-seeking; Medicine; Physical therapy; Psychiatry","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":[0.0003849576,0.000191239,0.0001916523,0.0005749747,0.0005333364,0.0006679549,0.0001745988,0.0003834884,0.0019237],"category_scores_gemma":[0.001548596,0.0001731313,0.0002278453,0.0003791647,0.00036783,0.0002653193,0.0003942628,0.0003066454,0.0001493964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000302734,"about_ca_system_score_gemma":0.0003854008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0130913,"about_ca_topic_score_gemma":0.02675742,"domain_scores_codex":[0.999772,0.00006460179,0.00001602392,0.00002855198,0.0000634607,0.00005550978],"domain_scores_gemma":[0.999315,0.0001424086,0.0003199186,0.00001942499,0.00005106265,0.0001520353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002137446,0.00008456835,0.996437,0.00001661631,0.0000234051,0.00003913592,0.0007271913,0.00001157577,0.0001196354,0.00001822543,0.00004409735,0.002457292],"study_design_scores_gemma":[0.000001293219,0.00003520801,0.9988204,0.00001037473,0.000008876013,0.00004298495,0.0009225828,0.00004737083,0.00001760403,0.00001015063,0.00008157841,0.000001617441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994465,0.0001483355,0.000008937682,0.00005383864,0.000001464261,0.000003972379,0.00001859385,3.966948e-7,0.0003179904],"genre_scores_gemma":[0.9996867,0.00009344069,0.0000161206,0.00001649592,0.000002772884,0.000003641448,0.00001994804,2.212469e-7,0.0001606755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0130913,"threshold_uncertainty_score":0.02603018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02577972019620706,"score_gpt":0.4059179954931346,"score_spread":0.3801382752969276,"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."}}