{"id":"W4323037984","doi":"10.1097/01.cot.0000922276.29401.39","title":"Shop Talk","year":2023,"lang":"en","type":"article","venue":"Oncology Times","topic":"Digital Innovation in Industries","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000912067,0.00125827,0.0008551597,0.001236364,0.001870437,0.005798025,0.001620288,0.003145697,0.8610127],"category_scores_gemma":[0.004048543,0.0003849159,0.0008291751,0.0007660693,0.0004178868,0.00297219,0.003540015,0.003136361,0.7958794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001002883,"about_ca_system_score_gemma":0.001784496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001082448,"about_ca_topic_score_gemma":0.00257508,"domain_scores_codex":[0.9991176,0.0001005445,0.00003790302,0.0001881068,0.0004170488,0.0001388709],"domain_scores_gemma":[0.9971454,0.0002146425,0.00006798156,0.0001788384,0.0009588752,0.001434266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000243867,0.00002064021,0.00005273072,0.0000445455,0.000001907067,0.00005305547,0.00001776902,0.0000155912,0.0001120289,0.0009543634,0.9519389,0.04676404],"study_design_scores_gemma":[0.000005123408,0.000008952511,0.00009406175,0.00002545233,9.969684e-7,0.00006201185,0.00004086797,0.00001618795,0.00002935424,0.0003432259,0.9993705,0.000003209681],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006046615,0.002560914,0.002132488,0.01672176,0.04796174,0.0002881726,0.002381968,0.002952946,0.9243954],"genre_scores_gemma":[0.001426932,0.001003573,0.0005650232,0.005109895,0.004425177,0.00008214655,0.001256191,0.0006082203,0.9855229],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8610127,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04698228306768882,"score_gpt":0.2900133045951142,"score_spread":0.2430310215274254,"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."}}