{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00226002,0.0002341625,0.0006833562,0.0001155921,0.0001015158,0.00002090403,0.0001487451,0.0001136881,0.0001182757],"category_scores_gemma":[0.0005206075,0.0001651705,0.00009205356,0.0004166219,0.000336829,0.0001840006,0.0000601608,0.0004856612,0.00002488683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005906615,"about_ca_system_score_gemma":0.00003096486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002836498,"about_ca_topic_score_gemma":0.0000116544,"domain_scores_codex":[0.9973653,0.0004622959,0.0004779912,0.0002499169,0.001048751,0.0003957784],"domain_scores_gemma":[0.9984874,0.0003340062,0.0002808998,0.0001995093,0.0002380246,0.0004601872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01673911,0.0004705384,0.6424493,0.000320998,0.0005485454,0.0005740991,0.0002364957,0.0006736183,0.01589417,0.0006977547,0.002975716,0.3184197],"study_design_scores_gemma":[0.02045715,0.01308203,0.9510829,0.001322705,0.0005631962,0.002762758,0.0003196553,0.003893779,0.001892275,0.002243218,0.00209756,0.0002827034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9160279,0.001123555,0.07936512,0.00064367,0.001323082,0.0006067744,0.000001725043,0.00001993531,0.0008882538],"genre_scores_gemma":[0.995768,0.0000496696,0.002299366,0.000391543,0.001416045,0.000007715405,0.000003895814,0.00002509638,0.00003867406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.318137,"threshold_uncertainty_score":0.6735458,"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."}}