{"id":"W2125186594","doi":"10.1177/2168479014522469","title":"A Proposed Framework to Address Needs of Clinical Data for Informed Medication Use in Pregnancy","year":2014,"lang":"en","type":"article","venue":"Therapeutic Innovation & Regulatory Science","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto; Western University","funders":"","keywords":"Stakeholder; Data collection; Stakeholder engagement; Pharmacy; Health care; Public relations; Medicine; Political science; Nursing; Sociology","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":[0.003118157,0.0001061547,0.0002879762,0.0005423894,0.00008736819,0.00002003352,0.0004753864,0.0001072699,0.00001704994],"category_scores_gemma":[0.001741273,0.00008830001,0.0000204059,0.001896129,0.0003456916,0.0004818944,0.0000990008,0.0001655195,0.00000578581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005940037,"about_ca_system_score_gemma":0.000682055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001370837,"about_ca_topic_score_gemma":0.000005464852,"domain_scores_codex":[0.9978578,0.00005886651,0.001002014,0.0002786614,0.0005209377,0.0002817262],"domain_scores_gemma":[0.9977897,0.0003520067,0.0003671895,0.0009975579,0.0003872496,0.0001063417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003483607,0.0007519011,0.383781,0.004755319,0.00004227321,0.000001189726,0.004035029,0.00002392821,0.009918639,0.3119684,0.0001135441,0.2811252],"study_design_scores_gemma":[0.001760048,0.000948375,0.9681439,0.008619042,0.00002155498,0.000005863847,0.0001033872,0.002963927,0.01038128,0.003148968,0.003737641,0.0001660111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846693,0.00005994817,0.01168735,0.001157659,0.0006113636,0.001584668,0.00001407799,0.00003439651,0.0001812343],"genre_scores_gemma":[0.9896203,0.00001180463,0.007701601,0.002311154,0.0000845604,0.00004727797,0.00003868576,0.00001055946,0.0001740642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5843629,"threshold_uncertainty_score":0.360077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1743753224927128,"score_gpt":0.4433010550774093,"score_spread":0.2689257325846965,"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."}}