{"id":"W3210117816","doi":"","title":"","year":2021,"lang":"fr","type":"article","venue":"PubMed","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Humber River Regional Hospital; Natural Sciences and Engineering Research Council of Canada; Canadian Nurses Association","funders":"","keywords":"Medicine; Gynecology","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":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0183593,0.0005852724,0.001247962,0.0001554386,0.002537714,0.0002039383,0.0004264958,0.002059944,0.001498179],"category_scores_gemma":[0.02425078,0.0006382245,0.0003592281,0.001654696,0.0002367053,0.002084891,0.000585406,0.004616316,0.0005263738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001001918,"about_ca_system_score_gemma":0.003227123,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01305539,"about_ca_topic_score_gemma":0.0197207,"domain_scores_codex":[0.9507729,0.03938358,0.002679188,0.001332946,0.0009456749,0.004885709],"domain_scores_gemma":[0.9794994,0.01285609,0.001279254,0.00158786,0.001800346,0.002977028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001326193,0.0004822902,0.0812058,0.006850561,0.0002570202,0.001691954,0.01486728,0.000006422291,0.000007712126,0.03399482,0.03995686,0.8205467],"study_design_scores_gemma":[0.001126319,0.00002072014,0.4357233,0.0004113756,0.0000938137,0.0001879539,0.01788324,0.00001052691,0.00005031846,0.001037508,0.5431159,0.0003390652],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1863432,0.1349366,0.0001928296,0.6058399,0.03792097,0.004338921,0.0002114376,0.0001705961,0.03004555],"genre_scores_gemma":[0.7123692,0.007469777,0.0007977475,0.02474281,0.00815805,0.01306538,0.00004124534,0.0001040703,0.2332517],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8202076,"threshold_uncertainty_score":0.9996069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2583814399392887,"score_gpt":0.4655635883609037,"score_spread":0.207182148421615,"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."}}