{"id":"W4280617218","doi":"10.1097/01.cot.0000832072.72279.6e","title":"Shop talk","year":2022,"lang":"en","type":"article","venue":"Oncology Times","topic":"CAR-T cell therapy research","field":"Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003466424,0.00006377252,0.0001967345,0.00010041,0.000129599,0.000003858901,0.000110584,0.00005009996,0.2200547],"category_scores_gemma":[0.00004519718,0.00005977889,0.00006962743,0.0001771069,0.00009073369,0.00001600864,0.0001731938,0.0003743983,0.0003144447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003265123,"about_ca_system_score_gemma":0.0003099229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002709349,"about_ca_topic_score_gemma":0.00000611323,"domain_scores_codex":[0.9991195,0.0001242327,0.0001070288,0.0001717637,0.0002465579,0.0002309046],"domain_scores_gemma":[0.9994805,0.0001490529,0.00002465286,0.0002272703,0.00003045024,0.0000880165],"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":[0.001304396,0.0008417044,0.0060368,0.00002216988,0.0002110709,0.001739171,0.0007405248,0.00002203778,0.1911803,0.001219129,0.5620774,0.2346052],"study_design_scores_gemma":[0.001194587,0.001539418,0.00102721,0.000001539423,0.00002189595,0.0005317158,0.0003900572,0.0001494789,0.001996212,0.0002053085,0.9928862,0.00005636314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1960741,0.000477161,0.000006324519,0.0110435,0.0003037202,0.0003167403,0.000006931865,0.00008568782,0.7916858],"genre_scores_gemma":[0.2891305,0.00003919953,0.0003477567,0.002037633,0.0002433049,0.0001344363,0.00003285468,0.00002413337,0.7080101],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4308088,"threshold_uncertainty_score":0.7806583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03439930018503596,"score_gpt":0.3662236639485787,"score_spread":0.3318243637635427,"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."}}