{"id":"W4411661121","doi":"10.51847/wwpnhtoy8p","title":"10.51847/wWPNHToY8P","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Pharmacy and Medical Practices","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drug; Orthopedic surgery; Antibiotics; Medicine; Emergency medicine; Intensive care medicine; Pharmacology; Surgery; Microbiology; 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":[0.000636217,0.0007289547,0.0004477352,0.00138479,0.0007367925,0.001733991,0.000503337,0.001469834,0.8576491],"category_scores_gemma":[0.0008926437,0.0002904717,0.0004703399,0.001113846,0.0004686836,0.001576896,0.00146256,0.0008683185,0.7925401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005489871,"about_ca_system_score_gemma":0.0007954843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004012738,"about_ca_topic_score_gemma":0.003176946,"domain_scores_codex":[0.9995366,0.00007172369,0.00004453455,0.0001118334,0.0001205826,0.0001146525],"domain_scores_gemma":[0.9992222,0.0001701547,0.00007415157,0.0000931746,0.0002148359,0.0002254427],"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":[0.000393403,0.000758199,0.01492671,0.0002976598,0.00003245973,0.0009235058,0.000170268,0.0002787322,0.003337487,0.002506383,0.1063513,0.8700239],"study_design_scores_gemma":[0.0001731935,0.0005082591,0.04002803,0.0006411347,0.00004830508,0.004438529,0.0006384951,0.001955396,0.002994969,0.002939445,0.9455855,0.00004881732],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03478069,0.001449455,0.005576215,0.00392361,0.00118061,0.00025653,0.004276917,0.001543937,0.947012],"genre_scores_gemma":[0.02948568,0.0007400427,0.003355167,0.0008119466,0.00025408,0.0001286125,0.002258755,0.0002458466,0.9627198],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1423509,"threshold_uncertainty_score":0.2030462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08249049595023931,"score_gpt":0.4008324348599142,"score_spread":0.3183419389096748,"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."}}