{"id":"W4213368218","doi":"10.1097/01.cot.0000550444.10525.50","title":"Shop Talk","year":2018,"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":"History; 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":[0.0009906593,0.001213317,0.0008294047,0.001407972,0.002777283,0.007444845,0.001553484,0.003326797,0.8635316],"category_scores_gemma":[0.005444961,0.0004073591,0.0007954926,0.0008319034,0.0004994734,0.004071924,0.004158894,0.003805347,0.7886791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001153488,"about_ca_system_score_gemma":0.001802872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001674457,"about_ca_topic_score_gemma":0.003840083,"domain_scores_codex":[0.9989735,0.0001296517,0.00004218365,0.0002025909,0.0004520545,0.0002001145],"domain_scores_gemma":[0.9963696,0.0002838988,0.00009332304,0.0002343998,0.001276801,0.001741914],"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":[0.00001688811,0.00001882397,0.00004880835,0.00002742589,0.000001135133,0.00003841361,0.00002306269,0.000009341152,0.00005683405,0.0008205872,0.9745297,0.02440897],"study_design_scores_gemma":[0.000004745181,0.000007380891,0.000107878,0.00002590362,8.459454e-7,0.00004262594,0.00008071267,0.00001523241,0.00002576091,0.0003278439,0.9993574,0.000003543955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0006741265,0.001614386,0.001414023,0.01986928,0.04730473,0.0002691143,0.002330702,0.002870136,0.9236535],"genre_scores_gemma":[0.001592339,0.0006267817,0.0003459361,0.006050522,0.004204788,0.00007112389,0.0009767143,0.000567108,0.9855646],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8635316,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03649992412276645,"score_gpt":0.2846650515865149,"score_spread":0.2481651274637485,"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."}}