{"id":"W4253520138","doi":"10.1097/01.cot.0000697532.59965.1c","title":"Shop Talk","year":2020,"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":[0.001137677,0.001416939,0.001066262,0.001786453,0.001416877,0.005623483,0.002113767,0.004496949,0.758718],"category_scores_gemma":[0.004307495,0.0004578566,0.001022952,0.001078299,0.0005068535,0.002362682,0.002869863,0.004342114,0.7618324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001376033,"about_ca_system_score_gemma":0.001808001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001569084,"about_ca_topic_score_gemma":0.002513232,"domain_scores_codex":[0.9987103,0.0001711965,0.00006160313,0.0002440174,0.0005821739,0.0002308148],"domain_scores_gemma":[0.9976961,0.0001699814,0.00008865317,0.0002065593,0.0008131034,0.001025585],"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":[0.00001918689,0.00002198365,0.00003236758,0.00005395139,0.000002255878,0.00002266378,0.000005475719,0.00001432553,0.00006752689,0.0006103151,0.9563547,0.04279527],"study_design_scores_gemma":[0.000006611162,0.000009684002,0.00007619223,0.00004051107,0.000001237845,0.00003796372,0.000009838014,0.00001150299,0.00002691199,0.0002227093,0.999554,0.000002805361],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.000440679,0.01359031,0.001713556,0.03099307,0.1104142,0.0004704964,0.005164843,0.003355496,0.8338573],"genre_scores_gemma":[0.001943033,0.005537439,0.0005818112,0.01606356,0.01537848,0.0002381897,0.003510393,0.0006601108,0.956087],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.758718,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05090020423395997,"score_gpt":0.2703131166624216,"score_spread":0.2194129124284616,"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."}}