{"id":"W4387364442","doi":"10.1097/01.cot.0000990276.66917.c6","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":"Business","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001247894,0.001318522,0.0009024169,0.00147354,0.002451674,0.007101285,0.001800618,0.003849199,0.8531558],"category_scores_gemma":[0.008316895,0.0004498422,0.000938302,0.0008025637,0.000547366,0.004128299,0.004412007,0.003976925,0.7745952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001269734,"about_ca_system_score_gemma":0.001943236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001481391,"about_ca_topic_score_gemma":0.002995139,"domain_scores_codex":[0.9987133,0.0002033244,0.00005904885,0.0002427661,0.0005517104,0.0002298575],"domain_scores_gemma":[0.9947833,0.000501443,0.0001512016,0.0003180435,0.001799989,0.002445949],"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":[0.00002051468,0.00001805087,0.00005427056,0.00003705253,0.000001608198,0.00005328669,0.0000252388,0.00001171839,0.00005518122,0.000681285,0.9721148,0.02692706],"study_design_scores_gemma":[0.000006748226,0.00001000606,0.0001082032,0.0000378706,0.000001284804,0.00008125763,0.00008020127,0.00002123356,0.00002957291,0.0004528152,0.999166,0.000004928682],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008742838,0.002600225,0.002682821,0.03109184,0.05575537,0.000368747,0.003263266,0.00477143,0.898592],"genre_scores_gemma":[0.002600567,0.001151068,0.0006648975,0.01203223,0.006411192,0.0001258294,0.00163411,0.001040964,0.9743391],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1468442,"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."}}