{"id":"W4396225197","doi":"10.1177/22925503241249586","title":"Canadian Society of Plastic Surgeons / Société Canadienne Des Chirurgiens Plasticiens77 <sup>th</sup> Annual Meeting / 77e Réunion annuelle June 18-22 juin 2024 Halifax, NS/N-É","year":2024,"lang":"fr","type":"article","venue":"Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003288836,0.001027758,0.0006376496,0.003258924,0.001426314,0.002708371,0.0008456482,0.0008433139,0.04632498],"category_scores_gemma":[0.008126123,0.0003893896,0.0008995206,0.003423993,0.0009631843,0.0004580067,0.001235976,0.001163376,0.007681422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005325303,"about_ca_system_score_gemma":0.01888556,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.282274,"about_ca_topic_score_gemma":0.3671369,"domain_scores_codex":[0.9981506,0.0004079783,0.0001215812,0.0001998428,0.0008346786,0.0002851311],"domain_scores_gemma":[0.9946939,0.00117056,0.0006232713,0.0002638774,0.002250156,0.0009983075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004379529,0.0002207723,0.3580253,0.0008937843,0.0002698703,0.0005126383,0.0002129997,0.001417865,0.0009602184,0.001550695,0.1805487,0.4549491],"study_design_scores_gemma":[0.0001074749,0.0003021537,0.6391851,0.002443846,0.0002205793,0.004213836,0.001284266,0.00398876,0.001022429,0.001940908,0.3451676,0.0001230882],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3104933,0.1691038,0.01730423,0.05406871,0.01780723,0.001699926,0.03489231,0.001922144,0.3927084],"genre_scores_gemma":[0.6801212,0.09291192,0.02228469,0.004243114,0.003710034,0.0008775853,0.02017863,0.0003225663,0.1753502],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.717726,"threshold_uncertainty_score":0.561262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01667816026751142,"score_gpt":0.2345811011462345,"score_spread":0.2179029408787231,"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."}}