{"id":"W1970547674","doi":"10.1016/j.otohns.2010.04.135","title":"S12– Rx for Change","year":2010,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Geology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001877031,0.0007458556,0.0004881127,0.001278423,0.001679991,0.003165024,0.001207427,0.003687453,0.6654878],"category_scores_gemma":[0.006345628,0.0003602111,0.0009547094,0.0006761808,0.0009236112,0.002345911,0.002929254,0.002617134,0.4017029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001285312,"about_ca_system_score_gemma":0.003075738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004485373,"about_ca_topic_score_gemma":0.01035439,"domain_scores_codex":[0.9984125,0.0002252915,0.0000892684,0.0002241147,0.0008141133,0.0002346736],"domain_scores_gemma":[0.9968055,0.000398678,0.0001351415,0.0007097197,0.00139387,0.0005571273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001389617,0.00008704141,0.0004411298,0.0001122679,0.000006982034,0.0001446463,0.000154563,0.00007782105,0.0009344332,0.0129378,0.852788,0.1321765],"study_design_scores_gemma":[0.00002353246,0.00004740867,0.000827298,0.00002811232,0.000002926483,0.00008298743,0.00004891303,0.00007211792,0.0002504976,0.001703709,0.9969051,0.000007350432],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00230039,0.0003013174,0.003423167,0.009798638,0.007925528,0.0003274131,0.00195329,0.004551027,0.9694193],"genre_scores_gemma":[0.005693037,0.000105536,0.002063379,0.001769817,0.0008842153,0.000134116,0.0009432624,0.0006596598,0.9877471],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6654878,"threshold_uncertainty_score":0.4771411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0271972580065607,"score_gpt":0.2730177126097568,"score_spread":0.2458204546031961,"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."}}