{"id":"W3016575353","doi":"10.1017/9781108163705.020","title":"Radiological Imaging of the Chest in Pregnancy","year":2020,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Ionizing radiation; Pregnancy; Modalities; Radiological weapon; Modality (human–computer interaction); Radiology; Disease; Medical physics; Intensive care medicine; Internal medicine; Computer science","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":[0.0002704758,0.0006355934,0.00037758,0.001042626,0.0003454665,0.001036654,0.0004564908,0.001065099,0.01831498],"category_scores_gemma":[0.001342605,0.0003218468,0.0002807073,0.0007451763,0.0005782557,0.0009969966,0.0007779262,0.001705214,0.00930173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004653248,"about_ca_system_score_gemma":0.0005328259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009697732,"about_ca_topic_score_gemma":0.002774487,"domain_scores_codex":[0.9998363,0.00004722919,0.00001464105,0.00001395931,0.00007549462,0.00001237466],"domain_scores_gemma":[0.9996309,0.0002574476,0.00002165365,0.00001590142,0.00003906361,0.00003492591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006279522,0.00006180262,0.0007878895,0.001228589,0.00001056018,0.0030708,0.0007706976,0.000722974,0.00308437,0.01744728,0.3917238,0.5810285],"study_design_scores_gemma":[0.000004705058,0.00004743731,0.001923117,0.001184913,0.000006124888,0.01710279,0.0001146379,0.0001110456,0.0002630503,0.00535318,0.973879,0.00001004856],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002954574,0.4215099,0.003952069,0.006609463,0.005700327,0.00006112789,0.0001550008,0.0002275954,0.5588299],"genre_scores_gemma":[0.02677253,0.4116945,0.008019444,0.007774739,0.005826124,0.00008358265,0.0002878272,0.000143708,0.5393976],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01831498,"threshold_uncertainty_score":0.06126976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02593655262111065,"score_gpt":0.2109956619931808,"score_spread":0.1850591093720702,"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."}}