{"id":"W1971924304","doi":"10.1177/1557988314555361","title":"Psychosocial Oncology Supports for Men","year":2014,"lang":"en","type":"article","venue":"American Journal of Men s Health","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Psychosocial; Psychological intervention; Distress; Psychology; Psycho-oncology; Medicine; Psychotherapist; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003029502,0.00006450826,0.0004014039,0.00006967509,0.0005311246,0.00002474702,0.0001890261,0.0000251448,0.00001668536],"category_scores_gemma":[0.0001536818,0.00005715119,0.0001113996,0.0001400851,0.0001542123,0.00008380225,0.00001514323,0.0001132358,0.000005190165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002469298,"about_ca_system_score_gemma":0.0008156162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003617164,"about_ca_topic_score_gemma":0.001987619,"domain_scores_codex":[0.9984424,0.0004069148,0.0003842518,0.00009596396,0.0003076892,0.0003628508],"domain_scores_gemma":[0.9986063,0.0001085508,0.0007857204,0.00006273654,0.0001905416,0.0002460981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009814398,0.0001233518,0.007128185,0.00001479889,0.00008842129,0.000001562002,0.04697855,0.000002470712,0.000005931617,0.004953853,0.4537506,0.4868541],"study_design_scores_gemma":[0.0005556893,0.00252236,0.008707036,0.00001210967,0.00001761239,0.000005810542,0.1013535,0.00000453598,0.000001571675,0.00435327,0.8823903,0.00007626075],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09676282,0.0007161316,0.01007753,0.7868114,0.002464441,0.0007639588,0.00001400854,0.0000405106,0.1023492],"genre_scores_gemma":[0.9917195,0.001326394,0.002622698,0.002427053,0.001348266,0.000004330036,5.772691e-7,0.000008380336,0.0005427341],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8949568,"threshold_uncertainty_score":0.5468094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02746756800564133,"score_gpt":0.4101124080809742,"score_spread":0.3826448400753328,"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."}}