{"id":"W2767679086","doi":"10.28984/drhj.v1i0.59","title":"L’insuffisance cardiaque","year":2017,"lang":"fr","type":"article","venue":"Diversity of Research in Health Journal","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Medicine; Humanities; Gynecology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.08182302,0.0001992499,0.0008966284,0.0007646691,0.01781879,0.0001573534,0.00170296,0.0006538212,0.001152314],"category_scores_gemma":[0.008650022,0.0002089052,0.0001852417,0.0003620803,0.001194881,0.001433406,0.002233704,0.009783995,0.0003794581],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001832396,"about_ca_system_score_gemma":0.007915759,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1789792,"about_ca_topic_score_gemma":0.008434954,"domain_scores_codex":[0.9695451,0.0238943,0.001552882,0.0004191908,0.002138196,0.002450365],"domain_scores_gemma":[0.988386,0.004715364,0.002400442,0.001038718,0.001778545,0.00168089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003403467,0.000295629,0.7363061,0.01233324,0.00006403154,0.0006133603,0.0333678,0.00001406954,0.000001494734,0.007222695,0.104937,0.1045043],"study_design_scores_gemma":[0.001434387,0.000619008,0.3336774,0.01046046,0.000004820864,0.00008399743,0.01758351,0.00006513298,0.000001558783,0.002787862,0.6331429,0.0001389849],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.22483,0.05550082,0.00007081598,0.6711882,0.01446181,0.001847503,0.0002496827,0.00001466058,0.03183653],"genre_scores_gemma":[0.9181662,0.0696332,0.0008819837,0.0005632851,0.002409524,0.000005999402,0.000001920024,0.0000225414,0.00831535],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6933362,"threshold_uncertainty_score":0.9997607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.60945617097654,"score_gpt":0.6341417338806887,"score_spread":0.02468556290414869,"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."}}