{"id":"W7094316294","doi":"","title":"Ãcologie des soins de santé au Canada","year":2015,"lang":"en","type":"article","venue":"PubMed Central","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public health; Legislation; MEDLINE; Health care","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001451372,0.00007048382,0.00005286705,0.00001059999,0.00004587885,0.00001178193,0.0001272984,0.00006190551,0.00001039181],"category_scores_gemma":[0.0001598209,0.00006432777,0.00002389855,0.00004569875,0.00004436201,0.000002004638,0.00003622629,0.0000415105,0.000001424552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004354363,"about_ca_system_score_gemma":0.00386379,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03502669,"about_ca_topic_score_gemma":0.3087,"domain_scores_codex":[0.9989577,0.00003693617,0.00008038204,0.0001586108,0.0000972055,0.0006691432],"domain_scores_gemma":[0.9993842,0.000002831242,0.0000305252,0.0001316218,0.00002986411,0.0004210011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001779924,0.0001042639,0.4181366,0.0000211775,0.00005502158,0.00001271116,0.000277458,0.0006220255,0.176461,0.000379772,0.3519056,0.05184642],"study_design_scores_gemma":[0.0003573876,0.00002611113,0.5009293,0.000002122315,0.00000644427,0.000006817073,0.000209172,0.00002585273,0.1356392,0.00008372773,0.3626056,0.0001083735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903463,0.0003292091,0.001248567,0.0003382423,0.0005051218,0.00010199,0.000009732152,0.00001062344,0.007110256],"genre_scores_gemma":[0.9978346,0.00004350315,0.0002032464,0.0003985694,0.0004979671,0.00005959941,0.00003464457,0.00000802236,0.0009198416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2736733,"threshold_uncertainty_score":0.9713991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03465964367847488,"score_gpt":0.2511413322547204,"score_spread":0.2164816885762455,"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."}}