{"id":"W7028176325","doi":"","title":"État des lieux des pratiques de prescription du bilan hépatique par les médecins généralistes : étude quantitative transversale descriptive menée par observation des médecins généralistes maîtres de stage en situation réelle de soin par les internes de phase socle, en 2022 en Aquitaine (Étude AquiBH)","year":2024,"lang":"en","type":"dissertation","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Psychology, Coaching, and Therapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical prescription; Internship; Blood test; Test (biology); General practice; Liver function tests; Quarter (Canadian coin); Abnormality","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":[0.00252252,0.0002917083,0.0005005818,0.001283037,0.0004417367,0.000977295,0.0003659854,0.0008265735,0.001581637],"category_scores_gemma":[0.006010908,0.0005476523,0.0006653246,0.001634782,0.0004686328,0.001036312,0.0005732747,0.0006566766,0.0002122724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001237593,"about_ca_system_score_gemma":0.001169289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03289806,"about_ca_topic_score_gemma":0.03180684,"domain_scores_codex":[0.9981942,0.0007340037,0.0002430313,0.0003203159,0.0002792632,0.0002293193],"domain_scores_gemma":[0.9948056,0.00208474,0.00207532,0.000124943,0.0005027378,0.0004066311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001190058,0.00009108552,0.9955318,0.00009759086,0.00004986383,0.00007584997,0.001992965,0.00003328884,0.000141613,0.00002094224,0.00008165251,0.001764379],"study_design_scores_gemma":[0.00001006343,0.0003153142,0.9964104,0.00003670745,0.00001389799,0.0001177948,0.002744078,0.00008291905,0.00002565488,0.000005101987,0.000232224,0.000005736444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982364,0.0007225481,0.00008998965,0.00006185464,0.000004110476,0.00003186638,0.0005700733,0.000002465177,0.0002805672],"genre_scores_gemma":[0.9985797,0.0005704826,0.0001645023,0.00004826573,0.000009016748,0.00007431457,0.0002844569,0.000001822881,0.0002674974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03289806,"threshold_uncertainty_score":0.06541318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03493534213629675,"score_gpt":0.3236801907732603,"score_spread":0.2887448486369635,"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."}}