{"id":"W4320035939","doi":"10.22374/ijmsch.v6i1.100","title":"Defining “Men’s Health”","year":2023,"lang":"en","type":"article","venue":"International Journal of Men s Social and Community Health","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004015031,0.00005646313,0.0001947925,0.0001349947,0.002557439,0.00009985508,0.0003600657,0.00003242598,0.00001075846],"category_scores_gemma":[0.0001696854,0.00005535158,0.00006701944,0.0001503698,0.00007224421,0.0001536766,0.000150512,0.0004531329,0.00001172351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002961421,"about_ca_system_score_gemma":0.0005501179,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04449583,"about_ca_topic_score_gemma":0.01508558,"domain_scores_codex":[0.9978964,0.0009521727,0.0003398559,0.00004465949,0.0005490717,0.0002178172],"domain_scores_gemma":[0.9990859,0.0001263017,0.000356884,0.00004075655,0.0002632442,0.0001269147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005719879,0.0002279641,0.02638131,0.00004647317,0.0002788933,0.000009739997,0.5330806,0.00000575878,0.000003371849,0.0563178,0.245979,0.1376118],"study_design_scores_gemma":[0.0006793197,0.0002182774,0.1537243,0.00008316746,0.000005739493,0.000009044382,0.7004064,0.00001192741,9.221578e-7,0.01877712,0.1259911,0.00009275571],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4170536,0.002055257,0.00008553159,0.5623612,0.001171941,0.0001255669,0.00002928402,0.00005624507,0.01706139],"genre_scores_gemma":[0.9904339,0.007075022,0.00006844025,0.001552343,0.0004204997,0.000001382507,0.000004734304,0.00000467781,0.0004389473],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5733804,"threshold_uncertainty_score":0.9987411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1037225688806684,"score_gpt":0.4374082949431426,"score_spread":0.3336857260624742,"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."}}