{"id":"W186594381","doi":"10.1155/2012/785192","title":"Wet Laboratory Versus Computer Simulation for Learning Endobronchial Ultrasound: A Randomized Trial","year":2012,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Université de Sherbrooke; University of Calgary","funders":"","keywords":"Medicine; Randomized controlled trial; Endobronchial ultrasound; Medical physics; Lung ultrasound; Ultrasound; Bronchoscopy; Radiology; Surgery","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":[0.001255277,0.000184113,0.0004920916,0.000237054,0.0003759582,0.00008388852,0.00006344674,0.0001270783,0.0003899932],"category_scores_gemma":[0.0007247527,0.0001518702,0.0003117996,0.0001081259,0.00006733371,0.0001904938,0.000005670886,0.0003479816,0.00002841043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001350102,"about_ca_system_score_gemma":0.001420277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004927338,"about_ca_topic_score_gemma":0.0013789,"domain_scores_codex":[0.9983524,0.0002806282,0.0004171756,0.0001632388,0.0002393948,0.0005471705],"domain_scores_gemma":[0.9972174,0.001037257,0.0002044929,0.0001426226,0.0002226831,0.001175505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9567897,0.0002364675,0.01254577,0.00005197915,0.001077967,0.00007309197,0.000750367,0.002400079,0.00005880755,0.0005765166,0.01539538,0.01004391],"study_design_scores_gemma":[0.7645556,0.0009731211,0.00119836,0.00004835902,0.0004015898,0.00001975548,0.00003820789,0.0002950745,0.00005638891,0.00001365868,0.2322531,0.0001467036],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800383,0.003583509,0.002111722,0.0005637569,0.008235383,0.00339936,0.00006602098,0.00005846695,0.001943511],"genre_scores_gemma":[0.9897771,0.00003095383,0.0006473138,0.001441575,0.007841175,0.0001453662,0.00002427675,0.00003690673,0.00005533874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2168577,"threshold_uncertainty_score":0.6193087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03181851181122852,"score_gpt":0.3161126933739438,"score_spread":0.2842941815627153,"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."}}