{"id":"W4412738309","doi":"10.7202/1118906ar","title":"Les tests génétiques en libre accès et prédisposition au cancer : cadre légal Français et enjeux éthiques","year":2025,"lang":"fr","type":"article","venue":"Canadian Journal of Bioethics","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disposition; Psychology; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["open_science"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.01537002,0.0004169214,0.000854475,0.0008975694,0.000454527,0.0003588322,0.0009947392,0.003380063,0.00116491],"category_scores_gemma":[0.05398151,0.0004088728,0.0004221306,0.0007818595,0.002813669,0.0005664731,0.0001694485,0.01683579,0.00003763983],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003019006,"about_ca_system_score_gemma":0.08682572,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4556513,"about_ca_topic_score_gemma":0.9021782,"domain_scores_codex":[0.9936207,0.002072525,0.001466366,0.0004595491,0.001236866,0.001143999],"domain_scores_gemma":[0.9741439,0.01669532,0.0005317781,0.0005888476,0.005780858,0.00225928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000483929,0.0003105364,0.2156005,0.006557584,0.001361502,0.003366339,0.04310891,0.0001506564,0.001087114,0.5560081,0.04448322,0.1274816],"study_design_scores_gemma":[0.003714599,0.003230073,0.4024838,0.08824752,0.001435455,0.000590204,0.008171353,0.0003152725,0.01180642,0.2040173,0.2747879,0.001200087],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0677459,0.1025217,0.0008683935,0.8014098,0.005776362,0.0005092878,0.0005559645,0.00003117973,0.02058144],"genre_scores_gemma":[0.9097371,0.05115467,0.002426242,0.02302466,0.002471063,0.00001310251,0.0000264464,0.00008114405,0.0110656],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8419912,"threshold_uncertainty_score":0.9999001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3675388634619959,"score_gpt":0.5800619874376418,"score_spread":0.2125231239756459,"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."}}