{"id":"W4406414915","doi":"10.1016/j.yoto.2012.11.009","title":"10.1016/j.yoto.2012.11.009","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Otolaryngology and Infectious Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Tonsillitis; Biofilm; Medicine; Group (periodic table); Internal medicine; Dermatology; Microbiology; Bacteria; Chemistry; Biology; Genetics","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":[0.0005523938,0.001099688,0.0005213855,0.001437782,0.0008945778,0.002386223,0.0009001807,0.002935224,0.9213755],"category_scores_gemma":[0.0009398436,0.0004392886,0.0005937769,0.0005801921,0.0007918804,0.001958036,0.001215748,0.001359035,0.8882695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006725544,"about_ca_system_score_gemma":0.0009444557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001991759,"about_ca_topic_score_gemma":0.002260453,"domain_scores_codex":[0.9997786,0.00001642505,0.0000159119,0.00006421303,0.00006125555,0.00006352966],"domain_scores_gemma":[0.9992608,0.0001075581,0.00008851405,0.00004505898,0.0001402548,0.0003578739],"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":[0.0002595631,0.0002897577,0.003139712,0.0004858748,0.00003195256,0.0004323152,0.0001139019,0.0001873807,0.001596106,0.003805005,0.2917556,0.6979029],"study_design_scores_gemma":[0.00004956071,0.0001063935,0.003440048,0.0007398436,0.00002532487,0.002464771,0.0002345625,0.0001920355,0.0004872671,0.001966242,0.9902739,0.00001998748],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004631122,0.01308611,0.003025863,0.005910357,0.002881173,0.0001122051,0.002126461,0.002049811,0.9661768],"genre_scores_gemma":[0.008391148,0.004418341,0.00183083,0.00175039,0.0006702079,0.0000637968,0.001244082,0.0002302854,0.981401],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07862449,"threshold_uncertainty_score":0.1121482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00458281081339137,"score_gpt":0.1928527627856957,"score_spread":0.1882699519723044,"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."}}