{"id":"W4391357844","doi":"10.1142/s2661318223740201","title":"Diagnosing Superficial Endometriosis with Ultrasound?","year":2023,"lang":"en","type":"article","venue":"Fertility & Reproduction","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Endometriosis; Ultrasound; Medicine; Radiology; Pathology","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":[0.001195291,0.0008470874,0.0007474512,0.001862271,0.0007249162,0.001242871,0.000790642,0.002859016,0.004037882],"category_scores_gemma":[0.004504136,0.000380391,0.0006244658,0.000707675,0.001201396,0.003417243,0.00150375,0.001974952,0.002363805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003575064,"about_ca_system_score_gemma":0.0004857511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005299089,"about_ca_topic_score_gemma":0.0006866261,"domain_scores_codex":[0.9992803,0.0002036977,0.00009247631,0.00008687445,0.0002146684,0.000122126],"domain_scores_gemma":[0.9994333,0.0001833557,0.0001077335,0.00003942773,0.0001223567,0.0001137715],"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":[0.0005180571,0.0002437847,0.03851388,0.001914639,0.0001104901,0.2840248,0.001374595,0.0006311083,0.01525265,0.00920958,0.06501974,0.5831866],"study_design_scores_gemma":[0.00004883426,0.0003953284,0.004329875,0.003010784,0.00008774211,0.8379226,0.001464934,0.001147937,0.003700071,0.01238565,0.1354301,0.00007607153],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1188535,0.4238858,0.1107626,0.1739957,0.04139277,0.0007383795,0.0003753949,0.001965103,0.1280309],"genre_scores_gemma":[0.5357868,0.2512228,0.06605946,0.07336488,0.05217387,0.0001921201,0.0004414078,0.0003246992,0.02043402],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004037882,"threshold_uncertainty_score":0.01350808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03699644744889923,"score_gpt":0.3132017996606989,"score_spread":0.2762053522117997,"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."}}