{"id":"W4395661406","doi":"10.1097/01.cot.0001017128.07056.c1","title":"Shop Talk","year":2024,"lang":"en","type":"article","venue":"Oncology Times","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; 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":[0.001421669,0.001252558,0.0009770306,0.001417561,0.003080462,0.007709292,0.001998691,0.003957252,0.8668018],"category_scores_gemma":[0.008469784,0.0004705559,0.000955127,0.001058436,0.0006782196,0.004772531,0.005358877,0.003885052,0.8000929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001222619,"about_ca_system_score_gemma":0.002149244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00149877,"about_ca_topic_score_gemma":0.003387688,"domain_scores_codex":[0.9985537,0.0002561602,0.00006537441,0.0002820365,0.0006058615,0.0002368953],"domain_scores_gemma":[0.9954314,0.0004983887,0.0001382504,0.0004449363,0.001571342,0.001915712],"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":[0.00001991725,0.00001854154,0.00005673966,0.00004290453,0.000001577904,0.00003768228,0.00003844507,0.000007771819,0.00004448445,0.001042513,0.9696185,0.02907078],"study_design_scores_gemma":[0.000004998787,0.000008748297,0.00009373036,0.00003212022,9.398124e-7,0.00003819478,0.00009139368,0.00001027327,0.00001885882,0.0004400368,0.9992573,0.000003441197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006178274,0.001901233,0.001439357,0.0242954,0.04832777,0.0002921613,0.003486099,0.00313773,0.9165024],"genre_scores_gemma":[0.001845788,0.0008164225,0.0005221679,0.00956203,0.004768679,0.0001275977,0.001623055,0.0008061363,0.9799281],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8668018,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02812684855479615,"score_gpt":0.3540517784519872,"score_spread":0.3259249298971911,"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."}}