{"id":"W4406578395","doi":"10.1016/s1544-8800(06)70797-7","title":"10.1016/s1544-8800(06)70797-7","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":"Certification; Computer science; Business; Management; Economics","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":[0.001049441,0.002481126,0.001604981,0.002561211,0.00222076,0.003191066,0.002793804,0.005231779,0.9880161],"category_scores_gemma":[0.001701066,0.0007652817,0.00144234,0.002104928,0.001548183,0.004102424,0.002876962,0.0023877,0.9911624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001059539,"about_ca_system_score_gemma":0.001099976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003868584,"about_ca_topic_score_gemma":0.003129253,"domain_scores_codex":[0.9993898,0.00004646299,0.00005282459,0.0002019753,0.0001708905,0.0001381063],"domain_scores_gemma":[0.9975873,0.0006747251,0.0001605378,0.0002372219,0.0005394803,0.0008007521],"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":[0.0004059419,0.0002150914,0.0008600981,0.0005227316,0.00003752092,0.0002511487,0.00009141009,0.0004512535,0.002101409,0.004274783,0.2922466,0.6985421],"study_design_scores_gemma":[0.00006183371,0.0001266259,0.0007880622,0.0002675743,0.0000151281,0.0004185579,0.00009568183,0.0002212014,0.0005291309,0.0005720617,0.9968828,0.0000214832],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005031477,0.0004745003,0.0007345898,0.0003885683,0.000271611,0.00009826944,0.0006571793,0.0008626209,0.9960093],"genre_scores_gemma":[0.0006530365,0.0002083342,0.0004102839,0.0002050628,0.00007044788,0.00004731244,0.0003361556,0.0001661308,0.9979032],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01198393,"threshold_uncertainty_score":0.0170936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005779275519885166,"score_gpt":0.1958361660973289,"score_spread":0.1900568905774437,"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."}}