{"id":"W4406564827","doi":"10.1016/j.ypdi.2015.02.051","title":"10.1016/j.ypdi.2015.02.051","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Lung cancer; Radiation exposure; Environmental health; Oncology; Nuclear medicine","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":[0.0007984377,0.0009946981,0.0005163613,0.001584801,0.0006988698,0.002760496,0.0009870402,0.002621293,0.8533695],"category_scores_gemma":[0.001640473,0.0004501703,0.0006458081,0.0008126867,0.0007370738,0.001904026,0.001069113,0.001330779,0.7609901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009827773,"about_ca_system_score_gemma":0.001031103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002126836,"about_ca_topic_score_gemma":0.001590787,"domain_scores_codex":[0.9997219,0.00002629989,0.00002470271,0.00007993085,0.0000862772,0.00006085035],"domain_scores_gemma":[0.9990228,0.0002083521,0.0001406309,0.00007687698,0.0002217828,0.0003295346],"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":[0.000357644,0.0002679097,0.007181176,0.0006249115,0.00005754822,0.0005279768,0.0001157543,0.0003459238,0.001420713,0.00470383,0.195406,0.7889907],"study_design_scores_gemma":[0.00008590792,0.0001779069,0.008333262,0.0009393239,0.00007437867,0.006897029,0.000272518,0.0005011918,0.001240568,0.005969935,0.9754727,0.00003521524],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01004058,0.02086079,0.007484923,0.008358807,0.002725817,0.0001824723,0.00440133,0.002759724,0.9431856],"genre_scores_gemma":[0.03608565,0.009327511,0.005272854,0.002754405,0.001281534,0.0001348011,0.003155115,0.0006904462,0.9412977],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1466305,"threshold_uncertainty_score":0.2091506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005510782573902827,"score_gpt":0.2055461484124322,"score_spread":0.2000353658385293,"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."}}