{"id":"W4406666650","doi":"10.1016/b978-0-323-08475-8.00057-8","title":"10.1016/b978-0-323-08475-8.00057-8","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Pharmaceutical studies and practices","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":[0.0001806113,0.000443707,0.0007215182,0.0001186892,0.0001249612,0.00003608111,0.0001889921,0.0003082295,0.999126],"category_scores_gemma":[0.00007272467,0.0003813182,0.000238307,0.00004911834,0.00009572953,0.00006848986,0.0001496786,0.0007358467,0.9967151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001004459,"about_ca_system_score_gemma":0.0000722155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001655748,"about_ca_topic_score_gemma":2.566251e-7,"domain_scores_codex":[0.9982529,0.00001966466,0.0003707535,0.0004793211,0.0004561636,0.000421149],"domain_scores_gemma":[0.9986534,0.0002237181,0.0001220613,0.0004371546,0.00009295397,0.0004707495],"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":[0.0005626691,0.00003759509,1.27311e-8,0.00005014392,0.0002953983,0.000113393,0.000007078894,6.462096e-7,0.000005328082,0.00003620006,0.3403134,0.6585782],"study_design_scores_gemma":[0.0005742791,0.000436746,0.000001982525,0.0002324511,0.0007055046,0.00007416103,4.525516e-7,0.00001110339,0.00001360591,0.0001293144,0.9974092,0.000411163],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[4.166334e-7,0.003039902,2.111056e-7,0.003044224,0.000007574056,0.0005447723,0.00008547959,0.0001523306,0.9931251],"genre_scores_gemma":[0.00000133705,0.00004141047,0.00005859421,0.0007567847,0.0009984151,0.00001848439,0.00007933461,0.000101851,0.9979438],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.658167,"threshold_uncertainty_score":0.9998639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03484215877756108,"score_gpt":0.2720599110483718,"score_spread":0.2372177522708108,"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."}}