{"id":"W4234300708","doi":"10.1164/ajrccm-conference.2021.203.1_meetingabstracts.a1522","title":"Use of the Ontario Bronchoscopy Assessment Tool to Enhance Post Procedural Feedback for Pulmonary Fellows","year":2021,"lang":"en","type":"article","venue":"","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Bronchoscopy; Flexible bronchoscopy; Competence (human resources); Sedation; Pulmonary medicine; Medical physics; Medical education; Surgery; Intensive care medicine; Psychology","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":[0.005989995,0.0002796932,0.0003216303,0.001686154,0.0007521255,0.0006978668,0.000735942,0.0003643408,0.002926399],"category_scores_gemma":[0.02390605,0.0002066448,0.0005937752,0.0009719085,0.0004709272,0.0005733898,0.001044818,0.0004780983,0.0005516615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002755651,"about_ca_system_score_gemma":0.006544363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04847091,"about_ca_topic_score_gemma":0.1175456,"domain_scores_codex":[0.9945544,0.001839533,0.000609218,0.0002253874,0.002389733,0.0003818405],"domain_scores_gemma":[0.9865742,0.003452148,0.003339881,0.0004577299,0.004770469,0.001405621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001431982,0.001851194,0.4579301,0.000843281,0.00005973181,0.0004360021,0.005194467,0.0006290717,0.004586202,0.000269692,0.0172048,0.5095635],"study_design_scores_gemma":[0.0002394003,0.00218261,0.9736389,0.0003160443,0.00003868305,0.0003938573,0.001230434,0.001491756,0.001765112,0.0001154589,0.01850029,0.00008730246],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.929428,0.001400492,0.01050126,0.00485108,0.000254416,0.01364901,0.002197792,0.0008088712,0.03690918],"genre_scores_gemma":[0.9332257,0.001432047,0.05042262,0.0005694993,0.0001220545,0.008901211,0.001000024,0.00004282347,0.004284085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04847091,"threshold_uncertainty_score":0.09637755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01931086970796965,"score_gpt":0.2999104989683,"score_spread":0.2805996292603304,"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."}}