{"id":"W4406518957","doi":"10.1016/j.ymed.2013.07.027","title":"10.1016/j.ymed.2013.07.027","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Throat; Antimicrobial; Microbiology; Streptococcus; Group A; Internal medicine; Surgery; Bacteria; Genetics; Biology","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":[0.0005443015,0.0008443853,0.0005123365,0.001137434,0.0007977328,0.002104099,0.0007366935,0.002970113,0.8706085],"category_scores_gemma":[0.001321075,0.0003352875,0.0004526855,0.0005308522,0.0006814974,0.001873755,0.001082137,0.001719146,0.7952266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007354193,"about_ca_system_score_gemma":0.001167436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001864983,"about_ca_topic_score_gemma":0.001999689,"domain_scores_codex":[0.9997504,0.00002418713,0.00002067927,0.00005635143,0.00007584447,0.00007243842],"domain_scores_gemma":[0.999212,0.000111186,0.0001040238,0.00003729504,0.0001659,0.000369508],"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":[0.000341196,0.0003479162,0.00714384,0.0004708895,0.00003957333,0.0005898098,0.0001024514,0.0001396747,0.0006745283,0.004226575,0.3624421,0.6234815],"study_design_scores_gemma":[0.00007245829,0.0001483096,0.007690953,0.001134241,0.00003589776,0.004710158,0.0002892067,0.0001537547,0.0003942456,0.003258729,0.9820874,0.00002467283],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00669457,0.02558252,0.001599229,0.01673694,0.004216947,0.0001024715,0.003521437,0.001369462,0.9401765],"genre_scores_gemma":[0.02355062,0.009831184,0.001806483,0.004548408,0.001570762,0.00007910531,0.002088699,0.0002297886,0.956295],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1293915,"threshold_uncertainty_score":0.1845613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008958921070303319,"score_gpt":0.2178343743466371,"score_spread":0.2088754532763338,"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."}}