{"id":"W4386477475","doi":"10.1016/s1879-4068(23)00211-4","title":"IFC (Ed. Board)","year":2023,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Mechatronics Education and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000282252,0.00005389249,0.0001531435,0.0002202114,0.00002985551,0.000009677461,0.0001409282,0.00007093693,0.0003273281],"category_scores_gemma":[0.0000363096,0.0000497139,0.0000671305,0.0004124497,0.000009877527,0.00004617078,0.00001249463,0.0001711633,0.0004975043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001227785,"about_ca_system_score_gemma":0.0001375458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.316787e-7,"about_ca_topic_score_gemma":0.000001090892,"domain_scores_codex":[0.9994073,0.00002050707,0.0002978589,0.00004462945,0.000088017,0.0001417239],"domain_scores_gemma":[0.9995605,0.00009903523,0.00009471396,0.00009482726,0.000062199,0.00008868866],"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":[0.0000100454,0.00007233828,0.0002047396,0.0000264248,0.00007080151,0.0000237265,0.0003775055,0.005918841,0.006387199,0.005815477,0.9375213,0.04357154],"study_design_scores_gemma":[0.0003385041,0.00009953941,0.001823027,0.000002715896,0.00002850906,0.00007880767,0.0002027954,0.00190985,0.0003885263,0.001526159,0.9935293,0.0000723184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9222809,0.002158035,0.0115795,0.00873654,0.008245399,0.0002430592,0.000006302267,0.0004068409,0.04634339],"genre_scores_gemma":[0.9913178,0.002508989,0.003776569,0.0001238126,0.001252274,0.00001294743,0.000003198459,0.00002450987,0.0009799051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06903686,"threshold_uncertainty_score":0.6394578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01266954011563819,"score_gpt":0.2933083342072823,"score_spread":0.2806387940916441,"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."}}