{"id":"W2169279782","doi":"","title":"FDA pregnancy risk categories and the CPS: do they help or are they a hindrance?","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Compendium; Pregnancy; Family medicine; Food and drug administration; Risk assessment; MEDLINE; Alternative medicine; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.0006278617,0.0001700684,0.0003097885,0.00005551024,0.0001873747,0.0000514272,0.0001760967,0.0001237078,0.00006978087],"category_scores_gemma":[0.002415491,0.00008151797,0.00007339175,0.00009940761,0.0003026192,0.0001395179,0.0000518415,0.0005269019,0.00001938862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001873834,"about_ca_system_score_gemma":0.0001001577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001974615,"about_ca_topic_score_gemma":0.0006029295,"domain_scores_codex":[0.998746,0.00009078664,0.0002370448,0.0002562311,0.0002735162,0.0003964622],"domain_scores_gemma":[0.9985597,0.0002897508,0.0002061351,0.0005938811,0.00007668066,0.0002738238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001591341,0.0002296087,0.1439725,0.0002885085,0.0002794186,0.00006159795,0.01180158,5.135302e-7,0.00007830338,0.005635382,0.002675478,0.8333858],"study_design_scores_gemma":[0.007051034,0.00004679021,0.9640946,0.0003663937,0.0002929139,0.0002341802,0.0009083425,0.00001349459,0.0006742488,0.01076284,0.0153509,0.0002043005],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9335538,0.01345584,0.00009459553,0.01783778,0.001657725,0.004638552,0.0000767399,0.00027871,0.02840633],"genre_scores_gemma":[0.9907185,0.002607584,0.00006046207,0.0005039534,0.0003408613,0.001935105,0.000005637242,0.00002243137,0.003805493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8331815,"threshold_uncertainty_score":0.3324206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0174637879321408,"score_gpt":0.2457889465380363,"score_spread":0.2283251586058955,"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."}}