{"id":"W4392286050","doi":"10.23880/whsj-16000215","title":"Menstrual Problems: Menorrhagia and Primary Dysmenorrhagia","year":2024,"lang":"en","type":"article","venue":"Women s Health Science Journal","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Karachi; University of Calgary","keywords":"Primary (astronomy); Medicine; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001603015,0.0001577062,0.0002969845,0.0003704017,0.0005328798,0.0003345435,0.0001225255,0.000032132,0.0001614227],"category_scores_gemma":[0.00001142665,0.0001089692,0.00003308183,0.0006234331,0.0002977015,0.0004660005,0.00008964606,0.0003736356,0.00004248533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001195727,"about_ca_system_score_gemma":0.002334309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001775917,"about_ca_topic_score_gemma":0.000001128874,"domain_scores_codex":[0.997811,0.00001533641,0.0003869243,0.0003617566,0.0006422209,0.0007827394],"domain_scores_gemma":[0.9986311,0.00001460655,0.00008812035,0.0001624119,0.00008184541,0.00102189],"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":[0.000353211,0.000961839,0.1142982,0.004423647,0.0004537862,0.003449852,0.03799252,0.00001265895,0.01989723,0.003396005,0.009977356,0.8047837],"study_design_scores_gemma":[0.008098354,0.01541651,0.593096,0.002670842,0.0001697744,0.0963719,0.004328914,0.003150991,0.0006729961,0.006911673,0.2680497,0.001062364],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832472,0.003131395,0.00004847793,0.008437078,0.0007089704,0.0003255626,0.000005770885,0.00007794573,0.00401757],"genre_scores_gemma":[0.990058,0.0009256888,0.004985963,0.001791273,0.0002831588,0.00001917841,0.000002742358,0.00001997862,0.001914042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8037214,"threshold_uncertainty_score":0.4443634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01782748374314268,"score_gpt":0.316932039987582,"score_spread":0.2991045562444393,"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."}}