{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003610799,0.0001501604,0.0002295303,0.000481315,0.00009209157,0.0000157419,0.0001194378,0.0001534916,0.0002549488],"category_scores_gemma":[0.0002411386,0.0001399667,0.00005298644,0.00102805,0.0000834681,0.00008539794,0.00003728838,0.0003642826,0.00003638545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007616418,"about_ca_system_score_gemma":0.0006016872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009412314,"about_ca_topic_score_gemma":0.00001192345,"domain_scores_codex":[0.9985985,0.00007918292,0.0004251889,0.0003156083,0.0003268404,0.0002546398],"domain_scores_gemma":[0.9990227,0.0000327713,0.00007250153,0.0005093038,0.0003183674,0.00004436532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000145138,0.0002047613,0.102151,0.0002872873,0.00004111759,0.00004236411,0.0008302556,0.00001382353,0.0151465,0.003600577,0.01887245,0.8586647],"study_design_scores_gemma":[0.001699546,0.0001261158,0.1761176,0.0003371261,0.00001352275,3.437113e-7,0.001028515,0.000001771131,0.007949803,0.0000778659,0.8125344,0.0001134315],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9365698,0.01421571,0.0002207865,0.001813832,0.001430052,0.0007292837,0.000002602878,0.0001102724,0.0449077],"genre_scores_gemma":[0.9565367,0.00004757311,0.0008160789,0.04088796,0.0004170504,0.0001701026,0.00001867031,0.00003207501,0.001073794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8585513,"threshold_uncertainty_score":0.5707674,"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."}}