{"id":"W4318689653","doi":"10.14326/abe.12.28","title":"Determination of Biphasic Menstrual Cycle Based on the Fluctuation of Abdominal Skin Temperature during Sleep","year":2023,"lang":"en","type":"article","venue":"Advanced Biomedical Engineering","topic":"Thermoregulation and physiological responses","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"PQ Corporation (Canada)","funders":"Japan Society for the Promotion of Science","keywords":"Luteal phase; Follicular phase; Confidence interval; Menstrual cycle; Attenuation; Medicine; Internal medicine; Endocrinology; Physics; Hormone","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":[0.0004668149,0.0003198683,0.0003178865,0.0006162705,0.0001427265,0.0003499935,0.0001825984,0.0002277109,0.0007077813],"category_scores_gemma":[0.001704043,0.0001404062,0.0002544799,0.0004984489,0.0001457037,0.0002085537,0.0002080671,0.000271609,0.0001882352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008272633,"about_ca_system_score_gemma":0.0001119903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001168501,"about_ca_topic_score_gemma":0.002373178,"domain_scores_codex":[0.999767,0.0000583845,0.00002395768,0.00006768135,0.00005698032,0.00002605368],"domain_scores_gemma":[0.9995566,0.0001403887,0.0001330443,0.00002883602,0.0001126803,0.00002834249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001998373,0.00009980785,0.8016943,0.0005722599,0.0004004344,0.0004804934,0.00115995,0.001338771,0.1176577,0.0002534943,0.0007512802,0.07359311],"study_design_scores_gemma":[0.0000134869,0.0003720429,0.9857696,0.00003550215,0.00009806872,0.0008172662,0.0002860771,0.003645243,0.007823502,0.0001120106,0.001003465,0.0000238797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849724,0.001833766,0.01106933,0.00003617813,0.00005780587,0.00008691371,0.0007019279,0.00005203191,0.001189632],"genre_scores_gemma":[0.9938744,0.0005902884,0.004374264,0.00004205415,0.00004175539,0.00007236101,0.000521036,0.00001941347,0.0004643952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001168501,"threshold_uncertainty_score":0.002468765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006818029938258833,"score_gpt":0.2505100783188454,"score_spread":0.2436920483805866,"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."}}