{"id":"W7111676588","doi":"","title":"Factors affecting access to neurosurgical care in diverse communities in Canada: A qualitative scoping review","year":2025,"lang":"","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Qualitative research; Health care; Affect (linguistics); Cultural diversity; Key (lock); MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0231187,0.0005387227,0.001691657,0.01117178,0.01014818,0.007273553,0.002097513,0.001231554,0.003290708],"category_scores_gemma":[0.05847894,0.0006993142,0.001177541,0.0277534,0.003269461,0.002557358,0.004281425,0.001190433,0.0002188503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08528757,"about_ca_system_score_gemma":0.3149554,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9499142,"about_ca_topic_score_gemma":0.9735302,"domain_scores_codex":[0.9897783,0.003697905,0.001902488,0.000594531,0.002859475,0.00116729],"domain_scores_gemma":[0.9583411,0.02272934,0.002638493,0.0005567961,0.01441174,0.001322575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001774185,0.00009436209,0.04487121,0.1856748,0.0008942918,0.002260988,0.4496124,0.0008670432,0.0007791439,0.0111547,0.03382675,0.2697869],"study_design_scores_gemma":[0.00003930792,0.00007579893,0.05905252,0.3249475,0.001466271,0.0006722132,0.4975057,0.0003628432,0.0004826938,0.002241903,0.1129508,0.0002023862],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2072608,0.6995698,0.003712114,0.02689581,0.0007073021,0.006569474,0.01247501,0.00007093398,0.04273883],"genre_scores_gemma":[0.4737476,0.5058941,0.005691284,0.003513321,0.00007459336,0.004434372,0.002500249,0.00005186318,0.004092536],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08528757,"threshold_uncertainty_score":0.6188076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07959258217160252,"score_gpt":0.377159022401618,"score_spread":0.2975664402300155,"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."}}