{"id":"W4411661092","doi":"10.51847/bjczvcggeo","title":"10.51847/bjczvCgGEO","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Otitis; Medicine; Acute otitis media; Family medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007705439,0.0006425704,0.0006163609,0.004083198,0.0006754552,0.00237465,0.0008264682,0.001791935,0.8222703],"category_scores_gemma":[0.002647937,0.0002955643,0.0004915557,0.003824514,0.0004366546,0.001746449,0.001687854,0.0007484237,0.7336017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006754623,"about_ca_system_score_gemma":0.000972523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002881456,"about_ca_topic_score_gemma":0.002564941,"domain_scores_codex":[0.9994602,0.00009976239,0.00009400543,0.00007714593,0.000179465,0.00008946678],"domain_scores_gemma":[0.998839,0.0004359313,0.0001238153,0.00009423541,0.0002491748,0.0002579032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004268261,0.0002329829,0.003586974,0.002564372,0.00005341784,0.0008334822,0.0001326284,0.00009689054,0.001464818,0.002016562,0.2306162,0.757975],"study_design_scores_gemma":[0.0001301619,0.00006142229,0.005612247,0.002115113,0.00004036009,0.001572201,0.0001407876,0.00006425464,0.0003369367,0.0007891612,0.9891172,0.000020056],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005915919,0.03365398,0.001146633,0.003982616,0.002727973,0.0003399939,0.01194153,0.001172185,0.9391193],"genre_scores_gemma":[0.0277655,0.03127087,0.005296861,0.006427912,0.001657245,0.0004492663,0.01168934,0.0006846301,0.9147584],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1777297,"threshold_uncertainty_score":0.2535098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007068489310095905,"score_gpt":0.1934274109726526,"score_spread":0.1863589216625567,"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."}}