{"id":"W827088178","doi":"10.71781/25943","title":"Caractérisation du potentiel métastatique des carcinomes mammaires de phénotype basal","year":2009,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Breast Cancer Research Alliance","keywords":"Biology; Medicine","routes":{"ca_aff":false,"ca_fund":true,"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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003682868,0.0004845785,0.0006898085,0.0001675965,0.0002889472,0.0002958137,0.0002888991,0.0003520261,0.004471126],"category_scores_gemma":[0.0001206568,0.0004700915,0.0002144679,0.0002148567,0.00009174939,0.0003036381,0.00005014694,0.0003156298,0.0006104262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001231476,"about_ca_system_score_gemma":0.001445898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01927236,"about_ca_topic_score_gemma":0.02427726,"domain_scores_codex":[0.9977471,0.0001563184,0.0005374273,0.0006440224,0.0003361899,0.0005789227],"domain_scores_gemma":[0.9985544,0.0001688607,0.0003422064,0.0003657519,0.0002541143,0.0003146635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007542616,0.001075887,0.1950214,0.0002399736,0.0004905674,0.000718318,0.01268941,0.00008377495,0.001232798,0.0001016592,0.003264771,0.7843272],"study_design_scores_gemma":[0.002458198,0.0009100739,0.9281718,0.001897389,0.001498243,0.00007055798,0.005617501,0.0002400787,0.04357238,0.0003338039,0.01476566,0.0004643156],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673029,0.008863837,0.0001494616,0.001113669,0.0009694894,0.001549042,0.0002068481,0.000003775451,0.01984099],"genre_scores_gemma":[0.9642255,0.00332338,0.009644034,0.000210799,0.0007930787,0.0001899665,0.003127422,0.00006724503,0.0184186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7838629,"threshold_uncertainty_score":0.9997751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03097602142270677,"score_gpt":0.33249687911851,"score_spread":0.3015208576958032,"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."}}