{"id":"W4411657956","doi":"10.51847/oefmxa1","title":"10.51847/oefMxA1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Medical and Pharmaceutic Studies","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Medicine; Business; Intensive care medicine; Philosophy","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":[0.000500168,0.0002359331,0.0002915056,0.00006674989,0.0002646668,0.00001461091,0.000328992,0.0002009646,0.9989764],"category_scores_gemma":[0.00009452757,0.0002067165,0.00009627183,0.0002712258,0.0001633454,0.00005201497,0.00008180227,0.0005044882,0.9865288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003400304,"about_ca_system_score_gemma":0.00003794144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000774927,"about_ca_topic_score_gemma":1.062908e-7,"domain_scores_codex":[0.9983512,0.0002382203,0.0002962405,0.0003258506,0.0002161039,0.0005724232],"domain_scores_gemma":[0.9987735,0.0003485979,0.00003482577,0.000198181,0.00005237663,0.0005925238],"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":[0.0003440316,0.0001362886,0.000004469519,0.00001218445,0.000100976,0.00002530175,0.00006255156,0.00006121857,0.0002832701,0.000005482306,0.272275,0.7266893],"study_design_scores_gemma":[0.0008837383,0.0001572113,0.00007461055,0.000009713469,0.0001029311,0.00001977421,0.00000220933,0.0005110239,0.0004618876,0.00001335484,0.9975008,0.0002627724],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005150061,0.0006044104,7.595524e-7,0.002779449,0.00004917167,0.0003250152,0.00004756168,0.0002098934,0.9908337],"genre_scores_gemma":[0.001922961,0.00002118189,0.00005306414,0.003674619,0.0005462092,0.00007084215,0.00001668959,0.00002450428,0.9936699],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7264265,"threshold_uncertainty_score":0.8429655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09208722519827368,"score_gpt":0.3829581500554148,"score_spread":0.2908709248571411,"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."}}