{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00248537,0.00005621349,0.0001768395,0.0004185578,0.000068129,0.00003169695,0.00008934319,0.00004497914,0.00001636509],"category_scores_gemma":[0.000330645,0.00004514528,0.00004003121,0.0002607894,0.00011255,0.0001300583,0.00001132378,0.0004657979,0.00004199284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003210214,"about_ca_system_score_gemma":0.0005253504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008823253,"about_ca_topic_score_gemma":0.000001171219,"domain_scores_codex":[0.9980269,0.0001547505,0.0003129262,0.00008329608,0.001097728,0.0003244062],"domain_scores_gemma":[0.9982855,0.00007881421,0.00009667383,0.0001273426,0.0008388566,0.0005728177],"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":[0.003125632,0.0005926758,0.07359087,0.0001988245,0.0000401373,0.0004560364,0.009079233,0.00005119502,0.001208611,0.0003669118,0.03299541,0.8782945],"study_design_scores_gemma":[0.06291718,0.04452337,0.3594955,0.03245739,0.0005408792,0.03426584,0.1430071,0.005139496,0.007573803,0.2507959,0.0580142,0.001269312],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9553892,0.001048859,0.0007907327,0.01495975,0.0004773249,0.0001526904,2.937638e-7,0.000009010284,0.02717214],"genre_scores_gemma":[0.9978368,0.00006436228,0.001007757,0.0001431939,0.0003544783,7.093579e-7,0.000001283675,0.00001187983,0.0005795427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8770251,"threshold_uncertainty_score":0.2023686,"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."}}