{"id":"W4250045940","doi":"10.1097/01.cot.0000511180.39027.b9","title":"Shop Talk","year":2016,"lang":"en","type":"article","venue":"Oncology Times","topic":"Digital Innovation in Industries","field":"Business, Management and Accounting","cited_by":1,"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":[0.001051633,0.001331553,0.0009355556,0.001551722,0.002441029,0.007387511,0.001686667,0.003151075,0.8643584],"category_scores_gemma":[0.006864978,0.0004234286,0.0008344611,0.0009378185,0.0005093834,0.004305115,0.004570203,0.003708761,0.8071044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001093621,"about_ca_system_score_gemma":0.00177467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001429141,"about_ca_topic_score_gemma":0.003296158,"domain_scores_codex":[0.9988775,0.0001542426,0.00004751597,0.0002108111,0.0005075809,0.0002023183],"domain_scores_gemma":[0.9951832,0.0003904203,0.0001199085,0.0003057701,0.001708636,0.002292163],"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":[0.00001871435,0.00001948978,0.00005089422,0.00003110835,0.000001372004,0.00003970793,0.00002132815,0.00001020103,0.00005818086,0.0006594265,0.9723636,0.02672596],"study_design_scores_gemma":[0.000005552979,0.000008899061,0.0001195752,0.00003344649,0.000001105806,0.00005762586,0.00007588941,0.00001996995,0.00003014808,0.0004042559,0.9992387,0.000004811876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.000761858,0.001763318,0.002103808,0.01878708,0.05238063,0.0003184021,0.003246164,0.004657944,0.9159809],"genre_scores_gemma":[0.001974484,0.0008223132,0.0006251982,0.007752841,0.00600671,0.0001131854,0.001682242,0.00105025,0.9799727],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8643584,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0328331449123169,"score_gpt":0.2680346317560783,"score_spread":0.2352014868437614,"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."}}