{"id":"W4229540297","doi":"10.1503/cmaj.113-2112","title":"Pregnancy and isotretinoin therapy","year":2013,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Isotretinoin; Pregnancy; Medicine; Gynecology; Computer science; Obstetrics; Dermatology; Acne","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008820838,0.0002583072,0.0003840685,0.001321341,0.0009632403,0.0008867968,0.0005433847,0.002069947,0.007643697],"category_scores_gemma":[0.008843806,0.0001822833,0.0003065191,0.001193653,0.0009295014,0.0007144082,0.0005807534,0.00347356,0.0008148871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001225677,"about_ca_system_score_gemma":0.00183002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01457298,"about_ca_topic_score_gemma":0.01410206,"domain_scores_codex":[0.9986241,0.0004307003,0.0001147928,0.0001095946,0.000615477,0.0001054443],"domain_scores_gemma":[0.9970776,0.001836836,0.0004829976,0.0001059371,0.0002213636,0.0002752754],"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":[0.001233507,0.000460524,0.1129033,0.001154862,0.0001893015,0.05327347,0.0008773105,0.0005777456,0.001953965,0.03325852,0.07274808,0.7213695],"study_design_scores_gemma":[0.00008802815,0.0009230771,0.1887947,0.004662177,0.0002754485,0.3470564,0.001153744,0.001288533,0.002051474,0.02966873,0.4238915,0.0001462122],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05100178,0.6551202,0.002797608,0.1304872,0.004412687,0.0001145274,0.0006910762,0.0001563968,0.1552186],"genre_scores_gemma":[0.5265586,0.4000231,0.006126439,0.02313385,0.01054767,0.0001029696,0.0006063186,0.00007477969,0.03282622],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01457298,"threshold_uncertainty_score":0.02897632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006244818850985021,"score_gpt":0.2279147833960606,"score_spread":0.2216699645450755,"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."}}