{"id":"W3196791576","doi":"10.1016/j.jmir.2021.07.008","title":"Re: Determining pregnancy status","year":2021,"lang":"en","type":"letter","venue":"Journal of medical imaging and radiation sciences","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nova Scotia Cancer Centre","funders":"","keywords":"Transgender; Conversation; Pregnancy; Reading (process); SAFER; Psychology; Diversity (politics); Medicine; Medical education; Family medicine; Gender studies; Sociology; Psychoanalysis; Linguistics; Computer science; Communication; Philosophy","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":[0.002814067,0.001174386,0.00157066,0.001674433,0.006490781,0.004146155,0.002242283,0.07819316,0.01457028],"category_scores_gemma":[0.03224968,0.001198246,0.001293677,0.0007891516,0.002670647,0.003483586,0.002238954,0.06096115,0.01169327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005567578,"about_ca_system_score_gemma":0.006278512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01696951,"about_ca_topic_score_gemma":0.02637105,"domain_scores_codex":[0.9965788,0.0007895824,0.0005256077,0.0005620963,0.0008228457,0.0007212155],"domain_scores_gemma":[0.9892938,0.005106229,0.000641826,0.0004659019,0.001930022,0.002562314],"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":[0.0000474691,0.00004469366,0.002589251,0.00005124851,0.000024213,0.01477965,0.0002694002,0.0001042481,0.0003659478,0.002594572,0.9646257,0.01450355],"study_design_scores_gemma":[0.0001526112,0.0001309948,0.005707028,0.00146858,0.00009116569,0.02674643,0.001621815,0.001022332,0.0005690938,0.01646331,0.9458729,0.0001537756],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006499479,0.001117441,0.0001700294,0.9692919,0.02108825,0.00002257791,0.00006754271,0.00004503316,0.007547243],"genre_scores_gemma":[0.006196249,0.001320283,0.0003875439,0.9393424,0.03865007,0.00005410025,0.00005302209,0.00004328883,0.01395297],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07819316,"threshold_uncertainty_score":0.04874247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0330493727352632,"score_gpt":0.3412544360510999,"score_spread":0.3082050633158367,"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."}}