{"id":"W2978867108","doi":"10.1002/lary.28309","title":"Live porcine model for surgical training in tracheostomy and open‐airway surgery","year":2019,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Costal cartilage; Interquartile range; Surgery; Thyroid cartilage; Face validity; Airway; Cartilage; Larynx; Anatomy","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":[0.005291012,0.0004189727,0.0002834387,0.0005540198,0.0003061228,0.0008981845,0.0008100152,0.0007784728,0.008609824],"category_scores_gemma":[0.008746711,0.0002669929,0.0005171958,0.0002192992,0.0007523958,0.001057401,0.0008919711,0.000794345,0.00115576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003163521,"about_ca_system_score_gemma":0.0009837005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000491237,"about_ca_topic_score_gemma":0.0006369665,"domain_scores_codex":[0.9974814,0.001183009,0.0001863741,0.0002639942,0.0007252738,0.0001600366],"domain_scores_gemma":[0.9914061,0.003589126,0.00237674,0.0009431483,0.0008956072,0.0007893597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02638403,0.06013741,0.444136,0.004146317,0.0006824682,0.003441492,0.002700078,0.01182098,0.1511627,0.004770348,0.008034282,0.2825839],"study_design_scores_gemma":[0.002977273,0.3821173,0.464009,0.002943502,0.0008411989,0.01343394,0.005443797,0.02708467,0.06034257,0.002430789,0.03805463,0.000321395],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781744,0.0009119252,0.01273508,0.0005994381,0.0002584769,0.001354116,0.0005233186,0.00006417349,0.005378994],"genre_scores_gemma":[0.9830588,0.0007650926,0.01138717,0.0003394835,0.00007846997,0.001473624,0.0008846591,0.00001614829,0.001996416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008609824,"threshold_uncertainty_score":0.02880275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08013690863725634,"score_gpt":0.3325580143101867,"score_spread":0.2524211056729304,"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."}}