{"id":"W2322548148","doi":"10.15331/jdsm.3730","title":"ORal Appliance Network on Global Effectiveness (ORANGE): Start-Up and Design Description","year":2014,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université de Montréal; University of British Columbia","funders":"","keywords":"Orange (colour); Network planning and design; Computer science; Environmental science; Telecommunications; Chemistry; Food science","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":[0.03216125,0.001303653,0.001736348,0.002390172,0.001278417,0.003867508,0.001781726,0.001562461,0.09966011],"category_scores_gemma":[0.05500977,0.0005226234,0.002884709,0.0020564,0.0006254152,0.001683235,0.001588239,0.002179211,0.008572981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004956809,"about_ca_system_score_gemma":0.009070754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002661482,"about_ca_topic_score_gemma":0.004976193,"domain_scores_codex":[0.9801532,0.0114702,0.002053421,0.0006919698,0.004812463,0.0008187345],"domain_scores_gemma":[0.9623871,0.01614002,0.003120569,0.001934651,0.01315311,0.00326447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0216177,0.002923564,0.006813349,0.01924049,0.0005516156,0.00009104248,0.0005821078,0.0007486948,0.0005119643,0.006037793,0.4297996,0.5110822],"study_design_scores_gemma":[0.02156944,0.0178836,0.03490736,0.01222973,0.001910007,0.0001128637,0.001395785,0.001186111,0.001483858,0.004244161,0.9029585,0.0001185814],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.05696477,0.0187469,0.01645816,0.03334691,0.04371713,0.5243726,0.07998506,0.001900334,0.2245082],"genre_scores_gemma":[0.07836987,0.01001807,0.04335088,0.01254683,0.007250296,0.7618043,0.01293353,0.0008065773,0.0729197],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09966011,"threshold_uncertainty_score":0.3333963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03592307674742373,"score_gpt":0.3195818733245519,"score_spread":0.2836587965771282,"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."}}