{"id":"W4407011255","doi":"10.2196/52351","title":"Access to Health Care and Use of Health Care Services Among Males in Africa: Protocol for a Scoping Review","year":2025,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Health care; Context (archaeology); Scopus; Medicine; MEDLINE; Psychology; Medical education; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1421705,0.006116334,0.01360234,0.01779185,0.006666253,0.008238026,0.006681372,0.01091978,0.09726272],"category_scores_gemma":[0.1264421,0.006727197,0.01599012,0.01597791,0.006685643,0.009776501,0.007981351,0.009042403,0.01738936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01550926,"about_ca_system_score_gemma":0.08291266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006854569,"about_ca_topic_score_gemma":0.01235231,"domain_scores_codex":[0.9370156,0.02648122,0.02304692,0.004031176,0.006447578,0.002977452],"domain_scores_gemma":[0.8939254,0.03878912,0.01667168,0.01093152,0.03496034,0.004721913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0102171,0.0009416958,0.001052484,0.7896847,0.001660993,0.001765703,0.007625663,0.002136988,0.003658762,0.009017562,0.08539411,0.08684427],"study_design_scores_gemma":[0.02544469,0.003157784,0.005905333,0.5026959,0.003496954,0.0009722923,0.005526659,0.001484918,0.00287282,0.01540295,0.4323135,0.0007263122],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0001787372,0.0006072063,0.0009108898,0.0002796063,0.0002128135,0.9955896,0.001746134,0.00006124366,0.0004137341],"genre_scores_gemma":[0.0001497009,0.000548661,0.002613961,0.000110587,0.00002464347,0.9960343,0.0002911711,0.000006373064,0.0002205436],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1421705,"threshold_uncertainty_score":0.7518786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.685821100096352,"score_gpt":0.7026888778093153,"score_spread":0.01686777771296333,"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."}}