{"id":"W4414622630","doi":"10.1177/19433654251380504","title":"Degree Advancement in Respiratory Therapy: Rising Higher","year":2025,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Research Manitoba","funders":"","keywords":"Degree (music); Respiratory system; MEDLINE; Respiratory disease; Respiratory physiology","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":[0.003131394,0.0004470933,0.0006420543,0.002224328,0.002922395,0.005746922,0.0009416411,0.003753086,0.06840194],"category_scores_gemma":[0.01415252,0.0002339343,0.0007695672,0.004093437,0.001180369,0.004795622,0.005351677,0.007343643,0.009973955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005292207,"about_ca_system_score_gemma":0.01478407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01074975,"about_ca_topic_score_gemma":0.02890596,"domain_scores_codex":[0.994979,0.0007385827,0.0002336325,0.0005553517,0.001307541,0.002185922],"domain_scores_gemma":[0.9570039,0.002141422,0.003665702,0.0004647234,0.004532331,0.03219191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002313468,0.0005625761,0.2087734,0.0007067922,0.00005755013,0.0004559305,0.00174687,0.0002568944,0.0007999517,0.04035984,0.4698001,0.2762487],"study_design_scores_gemma":[0.00009097347,0.0002611192,0.6314121,0.001602132,0.00004940286,0.0008364368,0.008061451,0.0006406246,0.000540141,0.01581501,0.3406073,0.00008323423],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.1222791,0.01776031,0.001392411,0.7507023,0.01676314,0.00006014862,0.002416758,0.0003475559,0.08827829],"genre_scores_gemma":[0.7914642,0.02213153,0.002029712,0.1035981,0.0212018,0.00008955129,0.002554437,0.0003533014,0.05657729],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.06840194,"threshold_uncertainty_score":0.2288272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05418877330720061,"score_gpt":0.3811416608092622,"score_spread":0.3269528875020615,"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."}}