{"id":"W2118420257","doi":"10.1002/ebch.715","title":"Commentaries on interventions for acute otitis externa","year":2011,"lang":"en","type":"article","venue":"Evidence-Based Child Health A Cochrane Review Journal","topic":"Cardiovascular Conditions and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Hospital Edmonton; University of Alberta","funders":"","keywords":"Medicine; Cochrane collaboration; Systematic review; Psychological intervention; Intensive care medicine; Family medicine; Alternative medicine; MEDLINE; Nursing; Pathology; Cochrane Library","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001302881,0.0002441164,0.001007585,0.0002030241,0.0006255363,0.00003688286,0.000149694,0.00004620526,0.001228587],"category_scores_gemma":[0.0003502513,0.000186907,0.001861403,0.0001967946,0.00006769731,0.0001905024,0.00001890326,0.0004699681,0.00008168823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003632038,"about_ca_system_score_gemma":0.0005098214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006862389,"about_ca_topic_score_gemma":0.00003966103,"domain_scores_codex":[0.9977241,0.0002509072,0.0008864491,0.0002746239,0.0004514178,0.0004124568],"domain_scores_gemma":[0.9981086,0.0002140693,0.0004281262,0.0004945925,0.0002601696,0.0004945004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002998567,0.00639013,0.02142866,0.1009747,0.01169203,0.003973349,0.0007161591,0.000009082883,0.000009627516,0.00386232,0.3307858,0.5171596],"study_design_scores_gemma":[0.009626544,0.008916834,0.04985701,0.8477467,0.006240914,0.01324575,0.0000405542,0.00001759392,0.0001770234,0.000466757,0.06319919,0.000465107],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001293961,0.9019555,0.01214381,0.08062397,0.0006323937,0.002639957,0.0001187385,0.00005652736,0.0005351335],"genre_scores_gemma":[0.05737878,0.8755342,0.006751134,0.05903583,0.0005648211,0.0003616974,0.0001489041,0.00005278464,0.0001718709],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7467721,"threshold_uncertainty_score":0.9996845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1499808828335723,"score_gpt":0.4353569696280224,"score_spread":0.28537608679445,"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."}}