{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006771203,0.0009422021,0.0006600114,0.002031127,0.001392009,0.003326287,0.001181686,0.00303144,0.9531188],"category_scores_gemma":[0.001238071,0.0003777814,0.0005086215,0.002023006,0.0008009448,0.001778229,0.001926011,0.001288927,0.9474164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008820536,"about_ca_system_score_gemma":0.0009556891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006736294,"about_ca_topic_score_gemma":0.004159351,"domain_scores_codex":[0.9994634,0.00005864915,0.00004373199,0.0001266789,0.0001706917,0.0001368635],"domain_scores_gemma":[0.9988058,0.0002071625,0.00007532739,0.00015756,0.0003808808,0.0003732881],"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":[0.0002356849,0.0003610783,0.002577456,0.000322752,0.00002197419,0.0003888373,0.0001490421,0.0003969283,0.003864973,0.005521957,0.2692066,0.7169529],"study_design_scores_gemma":[0.00007834743,0.0001282736,0.003343924,0.0004256807,0.00002345383,0.0006300661,0.0002453419,0.0008156826,0.001446334,0.002226497,0.9906058,0.00003053502],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002876014,0.0005629135,0.00236903,0.001376708,0.0007175772,0.0001203263,0.002040375,0.001842718,0.9880945],"genre_scores_gemma":[0.004868211,0.0002721385,0.001228852,0.0004060424,0.0001293957,0.00005312619,0.001427205,0.0003090296,0.9913059],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0468812,"threshold_uncertainty_score":0.06687027,"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."}}