{"id":"W2321933023","doi":"10.1097/gme.0000000000000318","title":"Pragmatic studies","year":2014,"lang":"en","type":"letter","venue":"Menopause The Journal of The North American Menopause Society","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine","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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.002137666,0.0007595654,0.001420169,0.00009835635,0.001589794,0.0004196719,0.004099974,0.0001227187,0.0002062236],"category_scores_gemma":[0.0002542701,0.0003608755,0.0005338817,0.000298252,0.004583092,0.0003529232,0.0006267087,0.004207782,0.00007582142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003518187,"about_ca_system_score_gemma":0.0003719858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002575994,"about_ca_topic_score_gemma":0.0009247712,"domain_scores_codex":[0.9938986,0.002142477,0.001425053,0.0002748406,0.001531678,0.000727359],"domain_scores_gemma":[0.9901794,0.001752801,0.004787382,0.002220504,0.000963804,0.00009608846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002137868,0.00005062747,0.00003802824,0.0001739038,0.002285364,0.00001638109,0.08885953,0.0000623939,0.00002676131,0.0002275905,0.9080184,0.0002196976],"study_design_scores_gemma":[0.0004271814,0.0005162871,0.00006089127,0.0002784766,0.002090233,0.0001448541,0.05109344,0.000007412039,0.0000152422,0.0009476742,0.9439065,0.0005117397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06004535,0.007936929,0.00003275924,0.9201573,0.002919693,0.001050252,0.000154995,0.0001425232,0.007560209],"genre_scores_gemma":[0.1640958,0.006487858,0.0005261746,0.7889544,0.01676761,0.00006287047,0.00005075126,0.0003320116,0.02272254],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1312029,"threshold_uncertainty_score":0.9998843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03772474524063135,"score_gpt":0.2880284568312563,"score_spread":0.2503037115906249,"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."}}