{"id":"W2906495650","doi":"10.1177/1557988318820396","title":"Masculinity, Mental Health, and Desire for Social Support Among Male Cancer and Infertility Patients","year":2018,"lang":"en","type":"article","venue":"American Journal of Men s Health","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Princess Margaret Cancer Centre; McGill University Health Centre; McGill University; University of Toronto; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Masculinity; Fertility; Infertility; Mental health; Social support; Psychology; Male infertility; Social psychology; Demography; Population; Psychiatry; Sociology; Pregnancy","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":[],"consensus_categories":[],"category_scores_codex":[0.000769523,0.0001168735,0.000588532,0.0001090773,0.0003381581,0.000009196445,0.00005537847,0.00003658187,0.00001373371],"category_scores_gemma":[0.0001820065,0.00009162428,0.00004934173,0.0001317242,0.0007985398,0.00009935827,0.00003831869,0.0002146246,4.742463e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002334031,"about_ca_system_score_gemma":0.001057781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006112289,"about_ca_topic_score_gemma":0.00005752267,"domain_scores_codex":[0.9985563,0.00008335397,0.0005480711,0.000212717,0.0002290703,0.000370559],"domain_scores_gemma":[0.9983306,0.00004538321,0.0007712923,0.00011089,0.0002918396,0.0004499984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008018995,0.0001093983,0.6371924,0.0002201909,0.00004202832,9.508942e-7,0.002307332,7.79823e-9,0.000004414171,0.00002543028,0.006767488,0.3525285],"study_design_scores_gemma":[0.002351404,0.01386581,0.9721007,0.0001020362,0.00001837989,0.00007797313,0.003508276,0.00000531359,0.00005365075,0.0002066889,0.007629377,0.00008038689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620582,0.0007669589,0.00006463222,0.03621196,0.000136713,0.0006220581,0.00003061874,0.00001536237,0.00009342796],"genre_scores_gemma":[0.9915072,0.001962981,0.002390384,0.00376243,0.000308464,0.00001244086,0.000006918227,0.00001356019,0.00003558277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3524481,"threshold_uncertainty_score":0.373633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03674924825886505,"score_gpt":0.379701888606921,"score_spread":0.3429526403480559,"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."}}