{"id":"W4404731966","doi":"10.1016/j.rhum.2024.10.244","title":"Étude IMPACT : caractéristiques des patients français atteints d’ostéogenèse imparfaite","year":2024,"lang":"fr","type":"article","venue":"Revue du Rhumatisme","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Gynecology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008622854,0.0004469735,0.0007155903,0.0001227559,0.0002287075,0.0002152114,0.0003658995,0.0004086042,0.01385611],"category_scores_gemma":[0.001129294,0.0002785665,0.0004302076,0.0006712278,0.0009310717,0.0003878125,0.0001757952,0.00059445,0.003414549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003786795,"about_ca_system_score_gemma":0.0001638418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00228655,"about_ca_topic_score_gemma":0.0001667407,"domain_scores_codex":[0.9967495,0.0002461994,0.0007277154,0.0006956912,0.000555375,0.001025554],"domain_scores_gemma":[0.9978898,0.0005466876,0.0001149769,0.000318704,0.0001590451,0.0009707451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00005220572,0.000545909,0.2804622,0.002101606,0.0002674171,0.0006198873,0.004268812,0.000004674126,0.0009927044,0.001060383,0.015694,0.6939301],"study_design_scores_gemma":[0.0005556772,0.001723677,0.9501637,0.006638964,0.0002835816,0.0001489958,0.00008704281,0.003201081,0.0002400236,0.003068292,0.03343525,0.0004536888],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8943797,0.09306221,0.0003617627,0.004677756,0.002767938,0.0005200084,0.0002917734,0.0001949235,0.003743947],"genre_scores_gemma":[0.9866501,0.006826022,0.0005117297,0.0004922281,0.002548914,0.00002925594,0.0001249302,0.00003117418,0.002785658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6934765,"threshold_uncertainty_score":0.9999666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02460798286041212,"score_gpt":0.3008656451609286,"score_spread":0.2762576623005165,"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."}}