{"id":"W4234515087","doi":"10.1016/j.jsmc.2007.11.002","title":"Preface","year":2008,"lang":"en","type":"article","venue":"Sleep Medicine Clinics","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Kingston General Hospital","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001409136,0.0008015396,0.0004845243,0.002511539,0.002891329,0.002754923,0.001038565,0.0008780743,0.3783814],"category_scores_gemma":[0.01097775,0.0002117824,0.0004403713,0.001321478,0.0005207617,0.001932253,0.001949294,0.002779041,0.2477963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001944047,"about_ca_system_score_gemma":0.002275152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006811163,"about_ca_topic_score_gemma":0.00796476,"domain_scores_codex":[0.9993721,0.0001063793,0.00003971854,0.00008834427,0.0003312855,0.00006226337],"domain_scores_gemma":[0.9948172,0.0007452011,0.0001612802,0.0003429138,0.003247793,0.000685617],"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":[0.00001723604,0.00001183899,0.00006959087,0.00004116739,7.909933e-7,0.00003017393,0.00004719508,0.00002386556,0.00005856067,0.002705254,0.9775843,0.01941008],"study_design_scores_gemma":[0.000003156742,0.000007228549,0.0002517977,0.00007047884,9.489283e-7,0.00002630881,0.00008176873,0.00001678755,0.0000549415,0.001360071,0.9981238,0.000002708819],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001346073,0.007771277,0.003916204,0.04149491,0.3448851,0.0006533191,0.008355452,0.0009957642,0.5905819],"genre_scores_gemma":[0.004784932,0.002674928,0.001343878,0.008004635,0.02963881,0.0002794877,0.003802616,0.0004362293,0.9490346],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3783814,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0783274680902732,"score_gpt":0.3875098465526567,"score_spread":0.3091823784623836,"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."}}