{"id":"W2065729205","doi":"10.2310/7070.2002.21057","title":"Internet-Based Otolaryngology Case Discussions for Medical Students","year":2002,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; The Wilson Centre","funders":"","keywords":"Teleconference; The Internet; Medicine; Otorhinolaryngology; Multimedia; Medical knowledge; Medical education; Videoconferencing; Computer-Assisted Instruction; Computer science; World Wide Web; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001804314,0.0005065413,0.0002164181,0.000945829,0.001499384,0.0005979269,0.0008544787,0.001305236,0.01374631],"category_scores_gemma":[0.01225855,0.0003168783,0.0002981156,0.0005243861,0.0005802479,0.0006799449,0.001632513,0.001041833,0.001917303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008274055,"about_ca_system_score_gemma":0.00103119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005525648,"about_ca_topic_score_gemma":0.001214548,"domain_scores_codex":[0.9990191,0.0005451881,0.00007600222,0.00008672627,0.0001142165,0.0001586832],"domain_scores_gemma":[0.993591,0.003586322,0.0006852037,0.0003379091,0.0002999809,0.001499614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007041428,0.03545769,0.2181893,0.001615264,0.00008730611,0.0760434,0.04654641,0.003007896,0.02439661,0.00158138,0.020383,0.5656504],"study_design_scores_gemma":[0.005184008,0.04917554,0.4468827,0.001325071,0.0004360373,0.2377003,0.06102284,0.01547103,0.06296049,0.007035329,0.1122434,0.0005633069],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954305,0.0001646845,0.001113783,0.0002859926,0.00002985183,0.000266956,0.00004016796,0.00006034838,0.002607827],"genre_scores_gemma":[0.9913455,0.0004652499,0.00587748,0.0001400663,0.00009829723,0.0004156266,0.0001056836,0.00001395066,0.001538063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01374631,"threshold_uncertainty_score":0.045986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1162955512012213,"score_gpt":0.4636549808320941,"score_spread":0.3473594296308729,"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."}}