{"id":"W4406642684","doi":"10.1016/b978-2-294-76306-9.50576-7","title":"10.1016/b978-2-294-76306-9.50576-7","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Drug-Induced Ocular Toxicity","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000246045,0.000773962,0.001150318,0.000428309,0.00009370483,0.00004631659,0.0003998533,0.000828827,0.9965658],"category_scores_gemma":[0.00008990628,0.0007744964,0.0004778643,0.00009373388,0.0001208865,0.0000749854,0.0001776397,0.001040313,0.9979448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003379846,"about_ca_system_score_gemma":0.0002880461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002476179,"about_ca_topic_score_gemma":7.21407e-7,"domain_scores_codex":[0.9970038,0.0000299023,0.0006109775,0.0008894237,0.000842767,0.0006231238],"domain_scores_gemma":[0.9974961,0.00007406915,0.0001818212,0.001392618,0.0001712556,0.0006841307],"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":[0.0002060235,0.00008400018,2.915146e-8,0.00007661733,0.0002982925,0.0004067444,0.00001623255,0.000004315499,0.0001266935,0.00006200155,0.2205643,0.7781548],"study_design_scores_gemma":[0.0008165726,0.000308603,0.000006450114,0.000549536,0.0004591977,0.0001811752,3.835395e-7,0.00001430388,0.0002170352,0.0001790024,0.9965329,0.0007349097],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000007959372,0.0003369484,0.000001014516,0.0005065281,0.00001064527,0.001055206,0.0001375866,0.0004005554,0.9975436],"genre_scores_gemma":[0.000005633377,0.000001468149,0.0002450268,0.0003217714,0.001158317,0.00002643863,0.0003337188,0.0003211123,0.9975865],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7774199,"threshold_uncertainty_score":0.9994706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01217975028388857,"score_gpt":0.2001261719490893,"score_spread":0.1879464216652007,"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."}}