{"id":"W2755830545","doi":"10.1002/lary.26889","title":"Clinical predictors of multiple tympanostomy tube placements in Ontario children","year":2017,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Hotel Dieu Hospital; Queen's University","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Tympanostomy tube; Medicine; Surgery; Otitis","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.000253415,0.0002528871,0.0002359578,0.0006944246,0.0008671642,0.0004747972,0.0005926566,0.0003368971,0.001953413],"category_scores_gemma":[0.001983949,0.0002951996,0.0004024359,0.001222743,0.0005095685,0.0002649142,0.0005174216,0.0005035198,0.0001410034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004494337,"about_ca_system_score_gemma":0.006688113,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7314854,"about_ca_topic_score_gemma":0.8277084,"domain_scores_codex":[0.9994718,0.00002555517,0.00003534984,0.00007367309,0.000220634,0.0001728844],"domain_scores_gemma":[0.9979253,0.0001486447,0.001225493,0.00005310241,0.0002906457,0.0003568155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008965476,0.00000336267,0.9993729,0.000004694446,0.000003700214,0.00007729464,0.00005299223,0.00001505784,0.00005693667,0.000005516216,0.00008564236,0.0003128992],"study_design_scores_gemma":[0.000001302176,0.00001063052,0.999479,0.000006968811,0.00000460968,0.0001651969,0.000143367,0.00005352427,0.00001536878,0.000002735107,0.0001157537,0.000001547505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979498,0.0002869618,0.00004823349,0.0001146532,0.000006550773,0.00001118497,0.0007994255,0.000004630354,0.000778641],"genre_scores_gemma":[0.9990612,0.0002169676,0.00009158583,0.00001731002,0.000005944434,0.00000894613,0.0004325528,0.000002257406,0.0001633127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2685146,"threshold_uncertainty_score":0.5401918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0332499806617902,"score_gpt":0.307913250338375,"score_spread":0.2746632696765848,"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."}}