{"id":"W1971945861","doi":"10.4161/hv.7.4.14141","title":"Acute otitis media and its prevention by immunization: A survey of Canadian pediatricians’ knowledge, attitudes and beliefs","year":2011,"lang":"en","type":"article","venue":"Human Vaccines","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec","funders":"GlaxoSmithKline","keywords":"Medicine; Acute otitis media; Immunization; Otitis; Medical prescription; Family medicine; Pediatrics; Adverse effect; Multivariate analysis; Pneumococcal conjugate vaccine; Immunology; Antibiotics; Internal medicine; Streptococcus pneumoniae; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000135065,0.0001051256,0.0002023057,0.0003786084,0.0001637197,0.000009185832,0.00004336266,0.00008386913,0.0001791356],"category_scores_gemma":[0.00006934891,0.00009405566,0.00002304137,0.0003664577,0.00002691775,0.00009017038,0.00002476606,0.00007793331,0.000007075023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000157503,"about_ca_system_score_gemma":0.00009649807,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01356,"about_ca_topic_score_gemma":0.2482176,"domain_scores_codex":[0.9994018,0.00005637124,0.0002034343,0.0001467974,0.00005663617,0.0001349542],"domain_scores_gemma":[0.9993972,0.00003320797,0.00006643766,0.0001190573,0.0002197094,0.000164452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000092708,0.0001399752,0.9890853,0.0001452399,0.0001026799,0.000006639341,0.001179917,4.48803e-8,0.00584623,0.000314772,0.002706724,0.0004632481],"study_design_scores_gemma":[0.0006142535,0.000206906,0.9971221,0.00005979517,0.000111351,0.00003172647,0.00002137132,0.000002944085,0.0007633359,0.00003619754,0.0009395765,0.00009044224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937403,0.003345782,0.000004226175,0.00008555825,0.0001201708,0.0001966586,0.00005976107,0.00002466166,0.002422934],"genre_scores_gemma":[0.9974321,0.00143309,0.00001373656,0.00004242461,0.00008137289,0.00000969241,0.00008590402,0.00001475851,0.0008869063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2346576,"threshold_uncertainty_score":0.9930088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05734017980258541,"score_gpt":0.3039299727532077,"score_spread":0.2465897929506223,"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."}}