{"id":"W2097807835","doi":"10.1148/rg.323115120","title":"Quality Initiatives: Guidelines for Use of Medical Imaging during Pregnancy and Lactation","year":2012,"lang":"en","type":"article","venue":"Radiographics","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":287,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Pregnancy; Magnetic resonance imaging; Fetus; Population; Lactation; Medical imaging; Radiation exposure; Radiology; Obstetrics; Nuclear 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04120516,0.001693566,0.001707357,0.007321042,0.002296406,0.004887949,0.007414688,0.008014973,0.007995775],"category_scores_gemma":[0.07732009,0.001135777,0.003251794,0.006767597,0.002480223,0.003454387,0.005542445,0.007413695,0.007327875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006372815,"about_ca_system_score_gemma":0.03734816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02544532,"about_ca_topic_score_gemma":0.03800535,"domain_scores_codex":[0.9435581,0.02253243,0.0132278,0.0009502263,0.01732359,0.002407876],"domain_scores_gemma":[0.8778737,0.02875126,0.01783876,0.004045262,0.06338304,0.008108],"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":[0.0001098925,0.0008610788,0.005570245,0.004988449,0.00008683468,0.000697574,0.001753036,0.0008022285,0.001049411,0.01367823,0.6737254,0.2966776],"study_design_scores_gemma":[0.0001467,0.0002052783,0.0135122,0.01562119,0.00008059813,0.0009750214,0.001097355,0.0006347993,0.0006334978,0.007192745,0.9597794,0.0001212471],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.006030378,0.1521611,0.09068658,0.4654073,0.01346384,0.02052483,0.008615083,0.005467529,0.2376433],"genre_scores_gemma":[0.03452933,0.1432857,0.5888759,0.1370802,0.003886271,0.02801892,0.01551388,0.001366849,0.04744299],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04120516,"threshold_uncertainty_score":0.2179163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1262585790365932,"score_gpt":0.4164359189052503,"score_spread":0.290177339868657,"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."}}