{"id":"W7125223895","doi":"10.25316/ir-20551","title":"Developing robust systems for Track 2 MAID in Canada: A qualitative study","year":2025,"lang":"en","type":"article","venue":"VIUspace","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Track (disk drive); Key (lock); Qualitative research; Health care; Fast track; Quality (philosophy)","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":[0.01072714,0.0003182634,0.0005774332,0.001283163,0.02885595,0.006371484,0.002576256,0.001819656,0.002731066],"category_scores_gemma":[0.02018119,0.0004987426,0.000400706,0.002857299,0.009642501,0.001928929,0.006051809,0.003469205,0.0001506263],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1108455,"about_ca_system_score_gemma":0.2394213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9676564,"about_ca_topic_score_gemma":0.9821373,"domain_scores_codex":[0.9892331,0.004579858,0.000335544,0.0006158206,0.002233016,0.00300263],"domain_scores_gemma":[0.9808807,0.006200263,0.001831811,0.0005328557,0.005233608,0.005320728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003007802,0.0001297476,0.02076335,0.0001593981,0.000008813454,0.0005179488,0.960955,0.0002256768,0.0004570041,0.004722502,0.002390092,0.009640316],"study_design_scores_gemma":[0.000006766227,0.00004898565,0.01017752,0.0001662411,0.000006045077,0.00005021555,0.9753563,0.0002680392,0.0001370667,0.0002497188,0.01351071,0.00002235812],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750133,0.0005620281,0.001711734,0.008313034,0.0000575638,0.0005193619,0.0002331799,0.00002416712,0.01356567],"genre_scores_gemma":[0.9952497,0.0004232432,0.001201813,0.001032341,0.00000573032,0.0001359438,0.00005639664,0.00001260702,0.001882097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8891546,"threshold_uncertainty_score":0.8042439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07779724675659838,"score_gpt":0.3792103959813726,"score_spread":0.3014131492247742,"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."}}