{"id":"W4406552381","doi":"10.1016/s1553-3212(06)71648-x","title":"10.1016/s1553-3212(06)71648-x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Cancer Diagnosis and Treatment","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":[0.00106446,0.002491817,0.001596314,0.002652926,0.002273384,0.003421206,0.00285321,0.00561851,0.9894933],"category_scores_gemma":[0.00183398,0.0007877455,0.001280709,0.002031496,0.001520766,0.004810928,0.003238246,0.002530359,0.9925881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00111934,"about_ca_system_score_gemma":0.001266273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004296364,"about_ca_topic_score_gemma":0.004007074,"domain_scores_codex":[0.9993604,0.00005034759,0.00005548407,0.0002029502,0.0001830533,0.0001477149],"domain_scores_gemma":[0.9978283,0.0005532433,0.0001535783,0.0002321826,0.0003795388,0.0008531742],"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":[0.0003355323,0.0002405279,0.0009197195,0.0005002996,0.00002825017,0.0002280037,0.00009236789,0.0004030066,0.001374156,0.004780168,0.3879942,0.6031039],"study_design_scores_gemma":[0.00005509759,0.0001032645,0.0008367755,0.0002844124,0.00001205637,0.0003140688,0.0000986794,0.0001720968,0.0003077801,0.0006152539,0.9971807,0.000019923],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003658106,0.0003805593,0.000415784,0.0003989083,0.0002271465,0.00008381459,0.000657755,0.0006672026,0.996803],"genre_scores_gemma":[0.0004986221,0.0001778863,0.0002730837,0.0002219232,0.00006245016,0.00004573882,0.0003616391,0.0001155275,0.9982431],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01050675,"threshold_uncertainty_score":0.01498652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007054686058746414,"score_gpt":0.2019558960250115,"score_spread":0.1949012099662651,"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."}}