{"id":"W4307438784","doi":"","title":"Tablets, ampoules, thermometers, auto-injectable syringes (syrette) developped by the Army Health Service","year":2019,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Safe Handling of Antineoplastic Drugs","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Society for the History of Medicine","funders":"","keywords":"Ampoule; Materials science","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.02586045,0.001168047,0.001510243,0.0003148426,0.003170682,0.0005437212,0.004046518,0.001198932,0.001278834],"category_scores_gemma":[0.004754872,0.001043692,0.0003736443,0.001461331,0.0005334387,0.0003049486,0.003977026,0.004427569,0.001985532],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009680492,"about_ca_system_score_gemma":0.006337186,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05255979,"about_ca_topic_score_gemma":0.01722502,"domain_scores_codex":[0.9612048,0.03121019,0.002166431,0.001980114,0.001286486,0.002151951],"domain_scores_gemma":[0.9695962,0.01749442,0.002788384,0.005082443,0.004360703,0.0006778333],"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":[0.0003172866,0.00360022,0.034013,0.01125051,0.001793407,0.00002150542,0.2028719,0.001004136,0.005760431,0.1350526,0.4400791,0.1642359],"study_design_scores_gemma":[0.003602782,0.000004594979,0.03375268,0.03110671,0.0003420957,0.00007439526,0.006338293,0.03439175,0.00614478,0.002464602,0.8793223,0.002455034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.147656,0.01693457,0.1780548,0.5912705,0.005289524,0.005418704,0.001201082,0.001034451,0.05314038],"genre_scores_gemma":[0.6007761,0.01081978,0.07824965,0.01878962,0.000446056,0.0007630183,0.005186344,0.0007395143,0.2842298],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5724809,"threshold_uncertainty_score":0.9996341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02673396200298982,"score_gpt":0.2863686572311763,"score_spread":0.2596346952281864,"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."}}