{"id":"W4220736843","doi":"10.22374/ijmsch.v5isp1.67","title":"Men’s Health Research in New Zealand: A Scoping Review","year":2022,"lang":"en","type":"article","venue":"International Journal of Men s Social and Community Health","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aotearoa; Context (archaeology); Public health; Health literacy; Medicine; Health policy; Scopus; Mental health; Global health; Overweight; Gerontology; Environmental health; MEDLINE; Political science; Health care; Obesity; Geography; Nursing; Psychiatry","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01224082,0.00007691571,0.0004523608,0.0003017808,0.000819556,0.00001841044,0.00032743,0.00002786625,0.0001170483],"category_scores_gemma":[0.000160122,0.00007254983,0.00006901535,0.0002627072,0.00004526624,0.0000639313,0.0002434913,0.002485882,0.000001081556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0011714,"about_ca_system_score_gemma":0.00513155,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03000213,"about_ca_topic_score_gemma":0.002740655,"domain_scores_codex":[0.9941377,0.003592577,0.0007735037,0.00009415853,0.001115846,0.000286226],"domain_scores_gemma":[0.9985182,0.0003807915,0.0003653907,0.0001292982,0.0003090994,0.0002972633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001275163,0.001357146,0.03869924,0.006747168,0.0002182044,0.0001474834,0.09050023,0.000004508978,0.000009697079,0.001301337,0.2133185,0.6464214],"study_design_scores_gemma":[0.02309298,0.01785105,0.2576247,0.1363898,0.00005511085,0.006679379,0.2709985,0.00009322628,0.00001408431,0.03078118,0.255734,0.0006860049],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1317837,0.09610008,0.00001583744,0.7682617,0.0005111846,0.001005478,0.00002575724,0.00001467202,0.002281556],"genre_scores_gemma":[0.8898522,0.07821595,0.0002839538,0.03018834,0.0008333585,0.0000201388,0.00004110932,0.00001868536,0.0005462801],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7580684,"threshold_uncertainty_score":0.9998154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4459680287048758,"score_gpt":0.5685287841853554,"score_spread":0.1225607554804795,"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."}}