{"id":"W4403252380","doi":"10.1016/j.bulcan.2024.08.008","title":"La médecine de précision en cancérologie : une réalité… sans équité","year":2024,"lang":"fr","type":"editorial","venue":"Bulletin du Cancer","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Care Foundation","funders":"","keywords":"Reimbursement; Stakeholder; Medicine; Business; Political science; Medical physics; Family medicine; Public relations; Health care","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001230311,0.001125418,0.001752737,0.0002204242,0.0003340802,0.0001264628,0.0004531438,0.001574083,0.01161903],"category_scores_gemma":[0.001699458,0.0008916741,0.000585348,0.0005384762,0.0004733456,0.0000306662,0.0006371962,0.002009567,0.001170949],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006297214,"about_ca_system_score_gemma":0.003019743,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02388427,"about_ca_topic_score_gemma":0.004867237,"domain_scores_codex":[0.9945252,0.0004479605,0.0008981537,0.0014115,0.001145414,0.00157178],"domain_scores_gemma":[0.99527,0.002962349,0.0002767583,0.0006579685,0.0004007112,0.0004322323],"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":[0.001798243,0.000366278,0.002368916,0.001597368,0.001754038,0.002033507,0.002060121,0.00005839673,0.00005628371,0.0004149121,0.9134604,0.07403157],"study_design_scores_gemma":[0.004098709,0.001355319,0.0056312,0.005128874,0.003089043,0.00007318795,0.0005376177,0.00003248309,0.00005473915,0.0003784964,0.9788749,0.000745477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00533322,0.2778391,0.00003686311,0.07996325,0.6037287,0.001321106,0.001576797,0.0002898228,0.02991114],"genre_scores_gemma":[0.02674046,0.1759575,0.0002097836,0.001106501,0.7174602,0.00170402,0.0002391669,0.0002554728,0.07632692],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1137315,"threshold_uncertainty_score":0.9997221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01180898418439792,"score_gpt":0.3133236383411819,"score_spread":0.301514654156784,"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."}}