{"id":"W4406641384","doi":"10.1016/b978-1-4557-7485-2.00090-4","title":"10.1016/b978-1-4557-7485-2.00090-4","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Medical Imaging and Pathology Studies","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006758696,0.001983557,0.001148392,0.00161625,0.001173944,0.00408629,0.002334989,0.003407507,0.9761237],"category_scores_gemma":[0.001285432,0.0007047266,0.0007779296,0.001698899,0.0009303489,0.004216425,0.002825821,0.001992469,0.9872015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007303283,"about_ca_system_score_gemma":0.0006711045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002465551,"about_ca_topic_score_gemma":0.002610768,"domain_scores_codex":[0.9996573,0.00001902971,0.00001959795,0.0001236951,0.0001199936,0.00006044855],"domain_scores_gemma":[0.9987055,0.0004064892,0.00008682696,0.0001630476,0.0002403692,0.0003978325],"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":[0.0001158362,0.00009888382,0.0003075237,0.0003681387,0.00001403062,0.0001158346,0.00007889934,0.0002900528,0.002201129,0.006165569,0.3669911,0.623253],"study_design_scores_gemma":[0.00001086831,0.00003348261,0.0003939045,0.0002105728,0.000005946431,0.0001957756,0.00006189566,0.0000926104,0.0002568863,0.001038081,0.9976903,0.000009693604],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001822327,0.0005674267,0.0009912949,0.0002684163,0.000184455,0.00003646953,0.0005345154,0.000861339,0.9963738],"genre_scores_gemma":[0.0003842561,0.0002883668,0.0003659457,0.0001003576,0.00003145134,0.00002234543,0.0003113668,0.0001916893,0.9983042],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02387631,"threshold_uncertainty_score":0.03405654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685396317428887,"score_gpt":0.2190755667796164,"score_spread":0.2022216036053275,"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."}}