{"id":"W2400429605","doi":"10.1097/ede.0000000000000212","title":"Commentary","year":2014,"lang":"en","type":"letter","venue":"Epidemiology","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006095739,0.001072857,0.001376197,0.001467091,0.004099553,0.006122967,0.004569945,0.02304029,0.1441704],"category_scores_gemma":[0.06008568,0.0006446842,0.001867058,0.001178597,0.003208718,0.005456917,0.003982879,0.01950862,0.05452147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00488984,"about_ca_system_score_gemma":0.01241416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007823932,"about_ca_topic_score_gemma":0.009610482,"domain_scores_codex":[0.9930883,0.001477115,0.0004275506,0.0009036726,0.003092257,0.001011093],"domain_scores_gemma":[0.9759426,0.009594836,0.0009422859,0.001111699,0.009675656,0.002732955],"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":[0.000006682993,0.00000232158,0.00001416339,0.00005880084,0.000002054215,0.00004541762,0.00003009279,0.000005705635,0.000009635458,0.001380155,0.9953176,0.00312739],"study_design_scores_gemma":[0.000009442208,0.000004212078,0.0000606926,0.0003392938,0.0000041103,0.00009206207,0.00007669177,0.00001172894,0.00002634658,0.001517016,0.9978522,0.000006228414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001108268,0.005404172,0.0001995236,0.690359,0.2761203,0.00004479331,0.0006208397,0.0001118637,0.02702869],"genre_scores_gemma":[0.002132114,0.005160945,0.0002052628,0.8313745,0.09915576,0.0001083951,0.0004751255,0.0001721894,0.06121569],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1441704,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09547281947181327,"score_gpt":0.3495588909543156,"score_spread":0.2540860714825024,"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."}}