{"id":"W2416860281","doi":"10.2310/7070.2011.110274","title":"Development of a tissue-mimicking neck model for medical education.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Otorhinolaryngology; Medicine; Stereolithography; Biomedical engineering; Palpation; Magnetic resonance imaging; Medical physics; Radiology; Surgery; Materials 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":[0.0009078532,0.0005003809,0.000191299,0.0004209342,0.0001860128,0.0003746138,0.0007974565,0.000669988,0.001886281],"category_scores_gemma":[0.001006839,0.000336347,0.0006111035,0.0001371228,0.00036983,0.0003445412,0.0004391556,0.0004221975,0.0005228427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004363878,"about_ca_system_score_gemma":0.000973476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000895262,"about_ca_topic_score_gemma":0.001704189,"domain_scores_codex":[0.9997365,0.00003676246,0.00002229718,0.00003547083,0.0001480193,0.00002094704],"domain_scores_gemma":[0.9995202,0.0001614141,0.00006460049,0.000087845,0.0001012983,0.00006475889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001720195,0.000410918,0.002535634,0.0006744781,0.00003588932,0.0006241065,0.0003460087,0.06283773,0.8951021,0.001728195,0.001087827,0.03444503],"study_design_scores_gemma":[0.0002301182,0.004991654,0.008470001,0.0002767115,0.0002301344,0.004128741,0.0002230199,0.1764216,0.7439626,0.001158897,0.05976305,0.0001434424],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4825801,0.001000183,0.5037511,0.0004544915,0.0003472734,0.002176833,0.001254037,0.0009540452,0.007482002],"genre_scores_gemma":[0.6599651,0.0008680517,0.332532,0.000152979,0.00001724836,0.00128577,0.0009165839,0.00008930441,0.004172955],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001886281,"threshold_uncertainty_score":0.006310225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08137557288565984,"score_gpt":0.3371511843936695,"score_spread":0.2557756115080096,"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."}}