{"id":"W3165813997","doi":"10.1177/15579883211014776","title":"Men’s Dropout From Mental Health Services: Results From a Survey of Australian Men Across the Life Span","year":2021,"lang":"en","type":"article","venue":"American Journal of Men s Health","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Movember Foundation","keywords":"Mental health; Masculinity; Psychology; Odds; Clinical psychology; Medicine; Psychiatry; Logistic regression","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":[0.002433077,0.0002019982,0.0004437458,0.001076164,0.001231654,0.0008243698,0.000711085,0.0005046593,0.001242521],"category_scores_gemma":[0.004507473,0.0004335757,0.0006054464,0.001660392,0.0005313349,0.0009540697,0.001420879,0.0008640462,0.0004392229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008264569,"about_ca_system_score_gemma":0.0007262006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07390103,"about_ca_topic_score_gemma":0.08543495,"domain_scores_codex":[0.9985682,0.000432475,0.0001745845,0.0001385706,0.0004944909,0.0001915904],"domain_scores_gemma":[0.9980578,0.000214351,0.0008694133,0.0001191158,0.0003700253,0.0003693689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005114038,0.0001089453,0.9814906,0.00007632644,0.00004357818,0.0001260588,0.01136177,0.00001763936,0.0001726979,0.00003691849,0.00044006,0.006074166],"study_design_scores_gemma":[0.000001638214,0.000084778,0.9962397,0.00001903192,0.0000080836,0.00009254773,0.003182424,0.00003566675,0.00001625163,0.000009142525,0.0003073797,0.000003400554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985797,0.0002278567,0.00006880004,0.0001886566,0.000004668762,0.00004428542,0.0003589835,0.000002907647,0.0005241571],"genre_scores_gemma":[0.9981926,0.0004178612,0.0001635994,0.0002501475,0.00001121405,0.00007436175,0.0003671658,0.000003068963,0.0005199722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07390103,"threshold_uncertainty_score":0.1469417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04861536118857095,"score_gpt":0.3787492221244402,"score_spread":0.3301338609358692,"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."}}