{"id":"W4411656252","doi":"10.51847/iq8vwp3vtj","title":"10.51847/IQ8vwP3VtJ","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Diverse Scientific Research Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tuberculosis; Disease surveillance; Correlation; Environmental health; Disease; Medicine; Geography; Internal medicine; Pathology; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007650995,0.0001058847,0.0001733693,0.0001062476,0.0007541919,0.00001885387,0.0003103908,0.00006175754,0.9990781],"category_scores_gemma":[0.0002722088,0.00008831155,0.00004581831,0.0003781175,0.00007869281,0.0001033911,0.0002077932,0.0002469702,0.9992349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008883669,"about_ca_system_score_gemma":0.0001059317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007270696,"about_ca_topic_score_gemma":8.733716e-7,"domain_scores_codex":[0.9982067,0.0002224977,0.0002231262,0.0002870345,0.0004157675,0.0006448345],"domain_scores_gemma":[0.9989482,0.0002328564,0.00002822367,0.0003939247,0.0001444698,0.0002523578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000407618,0.00002087747,0.000002585884,0.00001268001,0.00001176341,0.000004554919,0.0001752824,0.000004721471,0.00002634507,0.000003989486,0.655435,0.3442614],"study_design_scores_gemma":[0.0002446562,0.00005167214,0.0003332664,0.00003885506,0.000005460413,2.321964e-7,0.00004418311,0.00003694032,0.000002399247,0.000005873982,0.9991384,0.00009809589],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001167445,0.00003015436,2.258947e-7,0.0014049,0.00002017533,0.00055898,0.00004530615,0.0001575578,0.9966152],"genre_scores_gemma":[0.00009280492,0.000001298682,0.00008351339,0.0001897103,0.0001614296,0.00008782209,0.00001033578,0.0000148492,0.9993582],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3441633,"threshold_uncertainty_score":0.580071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05312913602234048,"score_gpt":0.3654164634012747,"score_spread":0.3122873273789342,"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."}}