{"id":"W3108812319","doi":"10.1177/1753495x20978051","title":"Two years later","year":2020,"lang":"en","type":"editorial","venue":"Obstetric Medicine","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Family medicine","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004761847,0.0006052207,0.002194403,0.0006246556,0.00004300709,0.0000207078,0.0004519398,0.0009354113,0.001641152],"category_scores_gemma":[0.01698138,0.0004996146,0.0005868686,0.001355622,0.0002562604,0.00005248143,0.0002550006,0.002197431,0.001394983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003477749,"about_ca_system_score_gemma":0.000425715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004638617,"about_ca_topic_score_gemma":0.000002084083,"domain_scores_codex":[0.9943423,0.0001243592,0.000811077,0.001014601,0.003145564,0.0005621098],"domain_scores_gemma":[0.9956522,0.001522467,0.0002508191,0.001564364,0.0004110355,0.0005991161],"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":[0.00007213856,0.00003287773,0.00007056523,0.0005163042,0.0006989075,0.006931619,0.0003460038,5.421941e-7,0.00003100992,0.0000150206,0.9737966,0.01748841],"study_design_scores_gemma":[0.007102011,0.0004430432,0.0001528276,0.002290287,0.002203014,0.0001878366,0.0000461595,0.000008144833,0.00002719101,0.00004482699,0.987088,0.0004066489],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004923714,0.06128359,0.00003812926,0.0009875693,0.8842119,0.0007162489,0.00004251415,0.0002926321,0.05237819],"genre_scores_gemma":[0.001651039,0.003573164,0.0005868971,0.0006303026,0.9741523,0.00004561431,0.001422387,0.0002354254,0.01770288],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.08994039,"threshold_uncertainty_score":0.9997455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01495768214629022,"score_gpt":0.2935551231166451,"score_spread":0.2785974409703548,"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."}}