{"id":"W4406518722","doi":"10.1016/j.ymed.2013.07.016","title":"10.1016/j.ymed.2013.07.016","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Resistance (ecology); Second line; Tuberculosis; Line (geometry); First line; Internal medicine; Pathology","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":[0.0008342568,0.0008050025,0.0005171347,0.001470337,0.0008738597,0.002399461,0.0008450276,0.003623668,0.8754389],"category_scores_gemma":[0.001955851,0.0003991041,0.0004721486,0.0007077964,0.0008033495,0.002086341,0.001130386,0.001667667,0.8224941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008079273,"about_ca_system_score_gemma":0.001200789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002692114,"about_ca_topic_score_gemma":0.002360998,"domain_scores_codex":[0.999688,0.00003622967,0.00002779957,0.00007038863,0.00008951312,0.00008805638],"domain_scores_gemma":[0.9989299,0.000177637,0.0001395946,0.00005737739,0.0002145115,0.0004810786],"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":[0.0002515263,0.0002353419,0.008673307,0.0004028459,0.00003593784,0.0004962313,0.000110813,0.0001271613,0.0004580183,0.004228859,0.4423465,0.5426334],"study_design_scores_gemma":[0.00006022862,0.0001003746,0.009902979,0.001244654,0.00003358916,0.004009896,0.0003494588,0.0001805778,0.0003184429,0.003883083,0.9798895,0.00002725355],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007023114,0.02925738,0.001970082,0.02974374,0.006552558,0.0001031011,0.006254907,0.001695414,0.9173996],"genre_scores_gemma":[0.02451217,0.01050661,0.001766245,0.004868736,0.002160256,0.00007831471,0.002952009,0.0002623591,0.9528934],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1245611,"threshold_uncertainty_score":0.1776712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01479546175445921,"score_gpt":0.2569711648583285,"score_spread":0.2421757031038693,"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."}}