{"id":"W2898998122","doi":"10.1016/j.jogc.2018.05.025","title":"Prevention = Pre-Conception Counselling","year":2018,"lang":"en","type":"editorial","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Pharmacological Effects and Toxicity Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; MEDLINE; Family medicine; Obstetrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004725827,0.0001986926,0.0007522653,0.0001664944,0.0001198947,0.000019932,0.0001012195,0.0005386216,0.0002203679],"category_scores_gemma":[0.007033043,0.0001474017,0.0001101562,0.0001722174,0.0001125794,0.00005004071,0.00002703626,0.0009740951,7.767036e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009922965,"about_ca_system_score_gemma":0.002415118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00209292,"about_ca_topic_score_gemma":0.006846294,"domain_scores_codex":[0.9982823,0.00008634284,0.0005614804,0.0001837485,0.0006471538,0.0002389989],"domain_scores_gemma":[0.9934036,0.004505293,0.0007988657,0.00008317109,0.001008074,0.0002010406],"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":[0.00002764175,0.00007834978,0.0004338403,0.0001691296,0.0003574269,0.0008586643,0.00003884089,0.00000521695,0.00001268505,0.000002918129,0.9776424,0.02037293],"study_design_scores_gemma":[0.002409382,0.00263592,0.006291437,0.00005022203,0.0006821228,0.00001805356,0.00002604578,0.00005441325,0.00002520828,0.0001368286,0.9875234,0.0001469992],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.05430211,0.01189639,0.00007461311,0.0001192922,0.9330286,0.0002114479,0.00002923951,0.000004705533,0.0003336124],"genre_scores_gemma":[0.3559869,0.01696691,0.0004581969,0.0006191319,0.6224572,0.00001137712,0.00007197104,0.00005439817,0.003373882],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3105714,"threshold_uncertainty_score":0.8419717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01415668993497239,"score_gpt":0.291468127839582,"score_spread":0.2773114379046097,"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."}}