{"id":"W4411658470","doi":"10.51847/dsqppcf","title":"10.51847/DsqpPCF","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Family medicine; Medicine; Geography; Medical education; Psychology","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":[0.0007576766,0.001253737,0.0006099956,0.002342247,0.00139613,0.002567257,0.0009986493,0.003162246,0.9618719],"category_scores_gemma":[0.001546159,0.0004467017,0.0005588447,0.001806045,0.0009269106,0.002022501,0.001925216,0.00178115,0.9461328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001118488,"about_ca_system_score_gemma":0.001133719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006143135,"about_ca_topic_score_gemma":0.004465693,"domain_scores_codex":[0.9994813,0.00007203635,0.00004512117,0.000130454,0.0001554794,0.000115631],"domain_scores_gemma":[0.9984346,0.0003113686,0.00007650474,0.0001894683,0.0004946525,0.0004933367],"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":[0.0002007657,0.0003911376,0.003684453,0.0002845329,0.00001493048,0.0005078697,0.0001120113,0.0001832337,0.001338329,0.003705186,0.3196569,0.6699207],"study_design_scores_gemma":[0.00007404159,0.00009210398,0.004156584,0.0002524777,0.000008422024,0.001394407,0.0001744805,0.0003147921,0.0004937985,0.00138682,0.9916331,0.00001903428],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003635385,0.0009371812,0.001633994,0.004450333,0.001301956,0.0001746568,0.003215822,0.001131515,0.983519],"genre_scores_gemma":[0.007319949,0.000590793,0.0009961445,0.001115963,0.0002672639,0.00006910578,0.001708667,0.0001636557,0.9877684],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03812808,"threshold_uncertainty_score":0.05438507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004086720649765317,"score_gpt":0.1709889295597833,"score_spread":0.166902208910018,"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."}}