{"id":"W164785431","doi":"","title":"Tympanometry interpretation by primary care physicians. A report from the International Primary Care Network (IPCN) and the Ambulatory Sentinel Practice Network (ASPN).","year":2000,"lang":"en","type":"article","venue":"PubMed","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Tympanometry; Primary care; Cohen's kappa; Family medicine; Ambulatory; Kappa; Pediatrics; Audiology; Internal medicine; Hearing loss","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006982739,0.0002008761,0.0003486782,0.000024958,0.0001876642,0.00009681057,0.0001943324,0.0001057625,0.00007763055],"category_scores_gemma":[0.0002893842,0.0001333954,0.0001446488,0.0002476542,0.0002247609,0.0002810397,0.00009164717,0.0004293206,0.0000158173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001835978,"about_ca_system_score_gemma":0.00009798576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009313614,"about_ca_topic_score_gemma":0.00001566994,"domain_scores_codex":[0.9980467,0.0002324459,0.0004159059,0.0003909716,0.0005327947,0.0003811961],"domain_scores_gemma":[0.9979876,0.001005047,0.0002699848,0.0004598769,0.0001698849,0.0001076078],"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":[0.002022769,0.00008141005,0.2970546,0.0001062093,0.0005974704,0.0002217538,0.004590485,0.0001563634,0.000007388014,0.00004664739,0.09150022,0.6036146],"study_design_scores_gemma":[0.001369687,0.000008531016,0.8706002,0.0001714689,0.0003548182,0.0001060251,0.001020873,0.00006884505,0.00000827865,0.00007656796,0.1260585,0.0001561864],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7988443,0.05643737,0.0001103269,0.006592026,0.0033747,0.002087248,0.00006873417,0.0001660177,0.1323193],"genre_scores_gemma":[0.9706035,0.001170566,0.0001912369,0.02006344,0.003489589,0.0004757194,0.001813727,0.00004378641,0.002148479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6034585,"threshold_uncertainty_score":0.5439705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005518640583404981,"score_gpt":0.2010352314662943,"score_spread":0.1955165908828894,"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."}}