{"id":"W2221870298","doi":"10.1177/0193945915620055","title":"Managing Menstruation","year":2015,"lang":"en","type":"article","venue":"Western Journal of Nursing Research","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Menstruation; Coping (psychology); Medicine; Clinical psychology; Psychology","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":[0.0005397774,0.0001303391,0.0001409698,0.0003453062,0.0004364274,0.0005105532,0.0002837126,0.0003404832,0.002076242],"category_scores_gemma":[0.002883188,0.00006736002,0.0001729793,0.0001869222,0.0002886048,0.0003076131,0.0005931177,0.0003927235,0.0003434743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001650006,"about_ca_system_score_gemma":0.0004218834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003824944,"about_ca_topic_score_gemma":0.0009499459,"domain_scores_codex":[0.9998153,0.00008374587,0.00001363515,0.00001413829,0.00004115696,0.00003213908],"domain_scores_gemma":[0.9995992,0.0001283236,0.0001028128,0.00002030285,0.00004524944,0.0001040817],"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":[0.0001568558,0.0002222275,0.06535341,0.0009227937,0.0000921714,0.001521459,0.006068827,0.0001684504,0.004143384,0.002232147,0.01830894,0.9008093],"study_design_scores_gemma":[0.0001994401,0.002931018,0.3512747,0.00422052,0.000374641,0.03216413,0.03535384,0.0007764134,0.004461232,0.01112553,0.5570141,0.0001044059],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7472507,0.1402383,0.008826328,0.02313837,0.002000024,0.0003404953,0.0002474538,0.0003360723,0.07762229],"genre_scores_gemma":[0.9298834,0.05064475,0.005736832,0.002717189,0.0006767003,0.00008582471,0.0001288305,0.00002000262,0.01010644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002076242,"threshold_uncertainty_score":0.006945729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.381939383645419,"score_gpt":0.551531896810931,"score_spread":0.169592513165512,"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."}}