{"id":"W2977975453","doi":"10.1002/uog.21683","title":"EP27.38: Is the use of the ScanTrainer ultrasound simulator relevant to the continuous professional development of obstetricians and gynecologists?","year":2019,"lang":"en","type":"article","venue":"Ultrasound in Obstetrics and Gynecology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Context (archaeology); Simulation training; Ultrasound; Physical therapy; Simulation; Computer science","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":[0.002826258,0.0002481407,0.0003092377,0.0004591205,0.0002736139,0.0005114751,0.0005082415,0.0006562358,0.01172357],"category_scores_gemma":[0.01105552,0.0001252571,0.000403906,0.0003041525,0.0002381847,0.0004803446,0.0006082747,0.0004210026,0.003052987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004915761,"about_ca_system_score_gemma":0.0007865903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00098763,"about_ca_topic_score_gemma":0.001513313,"domain_scores_codex":[0.9986432,0.0006079188,0.0001856004,0.0000753581,0.0003183369,0.0001696267],"domain_scores_gemma":[0.9919345,0.002723775,0.00263383,0.0001445225,0.001451094,0.00111211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002553456,0.003238027,0.8535232,0.001288424,0.0001346738,0.0007609149,0.001490863,0.0003155502,0.002055153,0.0001684763,0.01038832,0.1240828],"study_design_scores_gemma":[0.00008455103,0.005001205,0.9832875,0.0002372351,0.00007515421,0.0009241438,0.002656061,0.000446754,0.0008046048,0.00009475961,0.006366506,0.00002157607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892452,0.0004679657,0.0003885757,0.000758258,0.00007602648,0.0005359645,0.001310703,0.00001696749,0.007200316],"genre_scores_gemma":[0.9926334,0.0005207013,0.001224279,0.000437734,0.0000601125,0.0007080502,0.001129349,0.00001139708,0.003274945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01172357,"threshold_uncertainty_score":0.03921926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08558526443722073,"score_gpt":0.3615012481829939,"score_spread":0.2759159837457732,"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."}}