{"id":"W4399249698","doi":"10.1177/22925503241252241","title":"Groupe pour l’Avancement de la Microchirurgie Canada (GAM) Abstracts presented at the 43 <sup>rd</sup> Annual Meeting / 43 <sup>e</sup> Réunion annuelle June 19, 2024 Halifax, NS / N-É","year":2024,"lang":"fr","type":"article","venue":"Plastic Surgery","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00386418,0.00114175,0.001395144,0.0005514817,0.0005086442,0.0004426461,0.0005682724,0.0004128515,0.00175155],"category_scores_gemma":[0.02194644,0.0009893796,0.0004660446,0.001285591,0.001065513,0.0006133071,0.0005795988,0.001845744,0.0009046764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002684669,"about_ca_system_score_gemma":0.005070104,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1238742,"about_ca_topic_score_gemma":0.01685958,"domain_scores_codex":[0.9910936,0.0007752183,0.001946839,0.001447863,0.002053761,0.002682752],"domain_scores_gemma":[0.9469738,0.04983104,0.0003977108,0.001039286,0.0003921394,0.001366028],"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":[0.0003512531,0.000522591,0.01436756,0.0025625,0.001026119,0.009694315,0.002224192,0.04354519,0.0008610536,0.00008515028,0.9130778,0.01168224],"study_design_scores_gemma":[0.001271322,0.0001050218,0.004820632,0.01038409,0.001099776,0.002095391,0.005607534,0.07258485,0.0009434372,0.00009065476,0.9001043,0.0008930258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7708609,0.1141585,0.0008860089,0.04774089,0.04052501,0.001690689,0.003011997,0.0006459949,0.02047999],"genre_scores_gemma":[0.8698134,0.002560543,0.0002720563,0.001936157,0.007345469,0.0002083223,0.001057192,0.0004215128,0.1163853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1115979,"threshold_uncertainty_score":0.9998732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01409215475017664,"score_gpt":0.2571541355856037,"score_spread":0.243061980835427,"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."}}