{"id":"W3180459776","doi":"10.1177/20552173211029672","title":"Prioritizing the healthcare access concerns of Canadians with MS","year":2021,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal - Experimental Translational and Clinical","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Health care; Descriptive statistics; Quality (philosophy); Business; Medicine; Nursing; Family medicine; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00258932,0.0002980076,0.0003241647,0.001564021,0.007031317,0.0019391,0.0007060748,0.0006541998,0.004138808],"category_scores_gemma":[0.009542303,0.0001797592,0.0005933074,0.002229585,0.001344802,0.001111811,0.001838398,0.001318041,0.0001583713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02648967,"about_ca_system_score_gemma":0.05440664,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9392589,"about_ca_topic_score_gemma":0.9609512,"domain_scores_codex":[0.9973943,0.000370702,0.000113715,0.0001392663,0.0009646828,0.00101738],"domain_scores_gemma":[0.9931202,0.0007827154,0.001241035,0.00009072867,0.002951359,0.001813964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003177221,0.0001592606,0.774617,0.0007037691,0.0001144008,0.001053572,0.1158898,0.0003375385,0.0008518567,0.002173962,0.02517253,0.07860862],"study_design_scores_gemma":[0.00002717879,0.0001841746,0.7156406,0.0008581763,0.0001066881,0.0009047401,0.2486905,0.0006276363,0.0004022962,0.0009490679,0.03147263,0.000136276],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706755,0.001298825,0.0003326674,0.01010984,0.00007280236,0.0001162886,0.001018236,0.00001735547,0.01635839],"genre_scores_gemma":[0.9970134,0.0006778701,0.0003871837,0.0008011746,0.00001452299,0.00002390366,0.0002581659,0.000004003493,0.0008197845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06074107,"threshold_uncertainty_score":0.1921969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2766300272571652,"score_gpt":0.4396019545093432,"score_spread":0.162971927252178,"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."}}