{"id":"W4406455860","doi":"10.1016/j.ymed.2016.06.010","title":"10.1016/j.ymed.2016.06.010","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Hepatitis Viruses Studies and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Reduction (mathematics); Hepatitis a virus; Virology; Virus","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":[0.001037594,0.0006204108,0.0003821843,0.001402522,0.0006919361,0.001817392,0.0007512061,0.002787973,0.8222318],"category_scores_gemma":[0.002294875,0.0003875489,0.0004149865,0.0007941452,0.0006497831,0.001919095,0.00111731,0.001311999,0.7412443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006935176,"about_ca_system_score_gemma":0.001042697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003698995,"about_ca_topic_score_gemma":0.002810733,"domain_scores_codex":[0.9996992,0.00004826628,0.00003840666,0.00005742004,0.00008084267,0.00007588211],"domain_scores_gemma":[0.9987232,0.0002633595,0.0002165286,0.00007493184,0.0002223344,0.0004996507],"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":[0.0002812943,0.0002012585,0.01519628,0.0005557832,0.00004887714,0.000373056,0.0001477597,0.0001388192,0.0003135656,0.003868376,0.4154959,0.563379],"study_design_scores_gemma":[0.0000725186,0.00009782532,0.0192777,0.002109102,0.00004645889,0.003113926,0.0005230141,0.0002302521,0.0003324683,0.004741849,0.9694213,0.00003362444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01162853,0.03713427,0.002387964,0.04354917,0.009376612,0.0001336449,0.0128262,0.001861613,0.881102],"genre_scores_gemma":[0.04081648,0.0151754,0.003041367,0.006439602,0.003550449,0.0001182664,0.00590861,0.0003345744,0.9246153],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1777682,"threshold_uncertainty_score":0.2535647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01550852432929179,"score_gpt":0.2314001128155134,"score_spread":0.2158915884862216,"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."}}