{"id":"W4398182442","doi":"10.1093/heapro/daae046","title":"Men’s peer support for mental health challenges: future directions for research and practice","year":2024,"lang":"en","type":"article","venue":"Health Promotion International","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mental health; Psychology; Peer support; Peer review; Nursing; Medicine; Political science; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01095541,0.0001728376,0.0002639738,0.0004346889,0.002237484,0.00004924611,0.0001564142,0.000233453,0.0003282554],"category_scores_gemma":[0.0009838431,0.0001617966,0.00007541088,0.0002216247,0.00005518831,0.0004112566,0.0000837761,0.0009319134,0.0001011446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001470106,"about_ca_system_score_gemma":0.002883435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002517455,"about_ca_topic_score_gemma":0.000446743,"domain_scores_codex":[0.9958609,0.0009765035,0.0008527605,0.0006100464,0.0007917494,0.0009080295],"domain_scores_gemma":[0.9956358,0.001866357,0.0002505431,0.0001738607,0.001628396,0.0004450501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002866094,0.0003110696,0.0003792793,0.004968829,0.00005869847,0.000001027333,0.02627214,1.491807e-7,0.000001606845,0.08605725,0.8073457,0.07431757],"study_design_scores_gemma":[0.0009056803,0.001175827,0.001150465,0.0004518362,0.000005313149,0.00002294811,0.01600394,0.0006622726,3.494389e-7,0.00216955,0.9773389,0.0001129014],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.000234592,0.009291766,0.004184618,0.9620575,0.01071722,0.006297381,0.001430389,0.0002648018,0.005521677],"genre_scores_gemma":[0.1790269,0.3131903,0.04712963,0.03975574,0.1232185,0.03095705,0.01715105,0.0007535494,0.2488173],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9223018,"threshold_uncertainty_score":0.9990615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4140515426598154,"score_gpt":0.6196296497598784,"score_spread":0.2055781071000631,"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."}}