{"id":"W2508667218","doi":"10.1503/cmaj.151092","title":"A young woman with early pregnancy loss","year":2016,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Ectopic Pregnancy Diagnosis and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"CReATe Fertility Centre; University of Toronto","funders":"","keywords":"Pregnancy; Medicine; Obstetrics; Early Pregnancy Loss; Gynecology; Abortion","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000397148,0.0001021364,0.000192627,0.0001272088,0.000125932,0.00004263602,0.0001233389,0.0001633708,0.002911735],"category_scores_gemma":[0.0005768529,0.00005940294,0.00006995448,0.000128926,0.00003380735,0.0001214908,0.00001227401,0.0003059207,0.0001642722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008501774,"about_ca_system_score_gemma":0.001185768,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001034979,"about_ca_topic_score_gemma":0.01943014,"domain_scores_codex":[0.9980969,0.00005211801,0.0002509113,0.0001478791,0.001001503,0.0004506345],"domain_scores_gemma":[0.9980519,0.00006692827,0.0001280724,0.0001294731,0.0002308887,0.001392764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009199977,0.00003986158,0.8747275,0.00001293915,0.0001671515,0.002335711,0.0001529721,3.621716e-8,0.000006611662,0.0009489854,0.04217644,0.07942258],"study_design_scores_gemma":[0.003160889,0.00026732,0.8018671,0.00290053,0.00007077573,0.0007775037,0.00006568998,0.000002980843,0.00003460944,0.0001941236,0.1905032,0.0001553342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7361062,0.000987601,0.001268597,0.2088873,0.001091978,0.0004934121,0.00001693626,0.00007113035,0.05107691],"genre_scores_gemma":[0.9848614,0.0005395646,0.0001359651,0.006267162,0.0007274378,0.00002249839,0.000001456101,0.00001691147,0.007427646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2487552,"threshold_uncertainty_score":0.9984627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006062222251287078,"score_gpt":0.2186291907379968,"score_spread":0.2125669684867097,"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."}}