{"id":"W6992790584","doi":"","title":"Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 26th International Conference, Vancouver, BC, Canada, October 8-12, 2023, Proceedings, Part VIII.","year":2023,"lang":"en","type":"article","venue":"","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Computer Applications","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":[0.001918992,0.001394381,0.001237887,0.001881109,0.0007909223,0.002598805,0.00121225,0.00126823,0.03402713],"category_scores_gemma":[0.002309454,0.0004145322,0.0006127417,0.002066182,0.0009462807,0.0009839268,0.001434589,0.001857867,0.01707217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002157514,"about_ca_system_score_gemma":0.005282572,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06791738,"about_ca_topic_score_gemma":0.1281241,"domain_scores_codex":[0.999245,0.00009099251,0.00003562397,0.0001010292,0.0004308678,0.00009645617],"domain_scores_gemma":[0.9977993,0.000264659,0.00005007812,0.0001166073,0.001366756,0.0004025403],"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":[0.0002213061,0.00009240909,0.0007547647,0.0003428994,0.00006739749,0.000069741,0.00004023218,0.00136138,0.002749456,0.001980638,0.7635368,0.2287829],"study_design_scores_gemma":[0.00005326801,0.0001429725,0.009450858,0.000395791,0.0001168522,0.0006595324,0.0001827017,0.02419935,0.0072344,0.004945324,0.9525529,0.00006610219],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.03818113,0.3580896,0.2144763,0.03696585,0.0807301,0.001090923,0.01624383,0.01030219,0.2439202],"genre_scores_gemma":[0.0659382,0.1651304,0.0931473,0.00182967,0.00998117,0.0003615006,0.01647318,0.002527407,0.6446112],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9320826,"threshold_uncertainty_score":0.1350441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08795297313985298,"score_gpt":0.3854655264139047,"score_spread":0.2975125532740518,"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."}}