{"id":"W2064057767","doi":"10.1136/bmj.b5179","title":"Commentary: Complex medical conditions in pregnancy need appropriate multidisciplinary input","year":2009,"lang":"en","type":"article","venue":"BMJ","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Resistin; Medicine; Exacerbation; Leptin; COPD; Adiponectin; Internal medicine; Lung function; Hospital discharge; Adipose tissue; Copd exacerbation; Gastroenterology; Endocrinology; Lung; Obesity; Adipokine; Acute exacerbation of chronic obstructive pulmonary disease; Insulin resistance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004170819,0.001134185,0.002224452,0.001082688,0.002811263,0.003847612,0.003791511,0.03432501,0.02825374],"category_scores_gemma":[0.04768376,0.000654091,0.001810831,0.001003079,0.00306964,0.007664489,0.002996229,0.03308891,0.01135687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003255402,"about_ca_system_score_gemma":0.006787045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005785716,"about_ca_topic_score_gemma":0.009402817,"domain_scores_codex":[0.9962171,0.001607251,0.0006003747,0.000464266,0.0007338504,0.0003772491],"domain_scores_gemma":[0.9512829,0.03144927,0.00155373,0.0009813332,0.01054784,0.004185027],"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":[0.00002627529,0.00001061431,0.0001283403,0.0003331521,0.00001137849,0.000503418,0.00009530096,0.00003172459,0.0000380257,0.0007907395,0.9894266,0.008604373],"study_design_scores_gemma":[0.00007573255,0.00003798011,0.0008639585,0.003332876,0.00003048474,0.002541455,0.001103781,0.0001081347,0.00006108441,0.005493145,0.9862846,0.00006671918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001796734,0.006018636,0.0001542317,0.889365,0.1020939,0.00003082645,0.0001080045,0.00003925744,0.002010452],"genre_scores_gemma":[0.003331968,0.01081726,0.0005619993,0.7511528,0.2293312,0.00009948896,0.000120818,0.00003915361,0.004545464],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03432501,"threshold_uncertainty_score":0.09451818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04320005450109499,"score_gpt":0.3505094335321544,"score_spread":0.3073093790310594,"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."}}