{"id":"W2612288063","doi":"10.5664/jcsm.6604","title":"Transparency and Partnership","year":2017,"lang":"en","type":"letter","venue":"Journal of Clinical Sleep Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"General partnership; Scopus; Library science; Transparency (behavior); Medicine; MEDLINE; Family medicine; Medical education; Political science; Law","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":[0.01331602,0.0006587527,0.001498771,0.0008983604,0.005924997,0.0153194,0.002344549,0.04021512,0.05988282],"category_scores_gemma":[0.16437,0.0005648335,0.001068829,0.0007573778,0.005180359,0.005708147,0.006356739,0.04718274,0.03303242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005688863,"about_ca_system_score_gemma":0.01720823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003643514,"about_ca_topic_score_gemma":0.006069382,"domain_scores_codex":[0.9817196,0.003918313,0.001438334,0.001609235,0.007560666,0.003754029],"domain_scores_gemma":[0.9398038,0.02325108,0.005020076,0.004982509,0.01380463,0.01313781],"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":[0.00002282971,0.00001191101,0.0001366247,0.00005698304,0.000008063561,0.0004855859,0.0002494889,0.00002109035,0.00005466993,0.01679877,0.9722753,0.00987865],"study_design_scores_gemma":[0.00002804112,0.000009361085,0.0002223548,0.0002443935,0.000006950665,0.0005941145,0.0003398677,0.0001169268,0.00006112722,0.01705358,0.9813053,0.00001790586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0003698667,0.001580518,0.0003612409,0.8975754,0.06276027,0.00004114528,0.000105446,0.00007469671,0.03713135],"genre_scores_gemma":[0.01685328,0.001315315,0.0005259198,0.816988,0.04462649,0.0001935699,0.0001168915,0.0001186606,0.1192619],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.05988282,"threshold_uncertainty_score":0.200328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1461162348848755,"score_gpt":0.4626924736395963,"score_spread":0.3165762387547207,"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."}}