{"id":"W7070450217","doi":"","title":"Précision du positionnement implantaire : chirurgie guidée dynamique VS chirurgie guidée statique et chirurgie à main levée","year":2022,"lang":"en","type":"dissertation","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Implant; Randomized controlled trial; Mean difference; MEDLINE; Prospective cohort study; Meta-analysis; Clinical trial; Clinical Practice; Navigation system","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005209433,0.0007720462,0.0006067402,0.0003350977,0.0009519162,0.000372614,0.001625707,0.0006078277,0.000872837],"category_scores_gemma":[0.001586206,0.0008429495,0.0004132934,0.0004229655,0.0001348843,0.00004542109,0.0008444447,0.001047718,0.00004793287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002629126,"about_ca_system_score_gemma":0.0009057039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008223049,"about_ca_topic_score_gemma":0.005697021,"domain_scores_codex":[0.992106,0.0040697,0.001236511,0.00105882,0.0008417771,0.0006872531],"domain_scores_gemma":[0.994639,0.0004295866,0.001232474,0.002244397,0.001167934,0.0002865576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00298661,0.007370352,0.008264333,0.004780467,0.002817024,0.0002700782,0.05893421,0.005507463,0.2392975,0.3334915,0.1904099,0.1458706],"study_design_scores_gemma":[0.005589017,0.00006811784,0.02308192,0.003747746,0.0004438309,0.0005193953,0.003730897,0.022535,0.1896605,0.003030502,0.7430649,0.004528229],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.613233,0.002563189,0.05549152,0.01632787,0.001672503,0.003242157,0.001847645,0.0005824878,0.3050396],"genre_scores_gemma":[0.7445647,0.005738886,0.0431403,0.001709199,0.0002095993,0.0007393541,0.1327844,0.0004439878,0.07066967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.552655,"threshold_uncertainty_score":0.9994021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005564278057864978,"score_gpt":0.2490818347824607,"score_spread":0.2435175567245957,"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."}}