{"id":"W2961116795","doi":"10.1097/mao.0000000000002285","title":"Construct Validation of a Printed Bone Substitute in Otologic Education","year":2019,"lang":"en","type":"article","venue":"Otology & Neurotology","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of British Columbia; Health Sciences Centre","funders":"","keywords":"Medicine; Mastoidectomy; Cadaveric spasm; Temporal bone; Otorhinolaryngology; 3d printed; Construct validity; Likert scale; Scale (ratio); Audiology; Surgery; Dentistry; Cholesteatoma; Biomedical engineering; Psychology","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":[0.008336649,0.0004224549,0.0002035966,0.0004904129,0.0002959027,0.000635013,0.0006383795,0.0004282127,0.002193446],"category_scores_gemma":[0.01663357,0.0001455529,0.0005078113,0.0003156622,0.0006641475,0.0004512889,0.001239824,0.0004417969,0.0003747449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000493769,"about_ca_system_score_gemma":0.001072594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006816946,"about_ca_topic_score_gemma":0.001299267,"domain_scores_codex":[0.9958802,0.001246045,0.0003827302,0.0001793075,0.002232205,0.00007944074],"domain_scores_gemma":[0.9900098,0.003849005,0.001689031,0.0008136684,0.003193997,0.000444322],"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":[0.001973286,0.006081468,0.6331246,0.001219518,0.00023182,0.0004233313,0.005335911,0.005186766,0.1268532,0.0008673446,0.001161625,0.2175411],"study_design_scores_gemma":[0.0002308996,0.03092313,0.8533182,0.0005199166,0.0002401713,0.001311613,0.003007704,0.01674052,0.08357476,0.0005811966,0.009468653,0.00008331385],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899485,0.00008657562,0.008092911,0.00006553475,0.0000360906,0.0005148252,0.00007834318,0.00002526983,0.001151892],"genre_scores_gemma":[0.9757111,0.0001168934,0.02276261,0.00006070263,0.00001686545,0.0004966894,0.0002344771,0.00001328489,0.0005873623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008336649,"threshold_uncertainty_score":0.04408896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02440970842883133,"score_gpt":0.3143159115402336,"score_spread":0.2899062031114022,"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."}}