{"id":"W3086198355","doi":"10.29390/cjrt-2021-020","title":"Students' Perceived Self-Efficacy, Expectations, Barriers, and Support in Enrolling in a Master's Degree Program in Respiratory Care","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Therapy","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bachelor; Respiratory care; Medical education; Medicine; Family medicine; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006783947,0.00016541,0.0003765174,0.001117915,0.00006420242,0.00005147907,0.0002220877,0.0001518376,0.0001308925],"category_scores_gemma":[0.0006231067,0.0001627768,0.00005144764,0.0009669231,0.0001018797,0.0001700963,0.000008878639,0.0007521734,0.000003209578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006580888,"about_ca_system_score_gemma":0.00394208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001659321,"about_ca_topic_score_gemma":0.004085282,"domain_scores_codex":[0.9980605,0.0001999515,0.0008177299,0.0002268039,0.0003615617,0.0003334472],"domain_scores_gemma":[0.9987485,0.000040947,0.0001921296,0.0001594435,0.0002604938,0.0005984635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001524343,0.0001201763,0.8670848,0.00004517218,0.00003192246,0.0007595752,0.05165589,0.00001867466,0.0003918494,0.00001437158,0.0005188575,0.07920626],"study_design_scores_gemma":[0.007446495,0.001618523,0.8865284,0.0002994858,0.00001400149,0.00002062319,0.03406884,0.00002522286,0.00009757609,0.000008213295,0.06968131,0.0001913492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936927,0.003942656,0.000005132207,0.001388712,0.0001506914,0.0006839223,0.000002816867,0.00001189326,0.0001214847],"genre_scores_gemma":[0.9914577,0.00006301922,0.0007705552,0.007411847,0.0002203641,0.00003911949,0.000003949769,0.00002938481,0.000004055525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07901491,"threshold_uncertainty_score":0.6993081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04791472532020562,"score_gpt":0.336463556827117,"score_spread":0.2885488315069114,"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."}}