{"id":"W2463139535","doi":"10.15331/jdsm.5990","title":"A Little Knowledge Is a Dangerous Thing","year":2016,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo; Ministry of Education, Culture, Sports, Science and Technology","keywords":"Internet privacy; Computer 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":[0.008912129,0.000593966,0.001387538,0.002123809,0.004003688,0.006165897,0.001223988,0.003609429,0.03359891],"category_scores_gemma":[0.04227284,0.000473813,0.000776949,0.001220648,0.01136414,0.0127273,0.004768879,0.009085433,0.01590088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001875146,"about_ca_system_score_gemma":0.006004805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003363956,"about_ca_topic_score_gemma":0.004463265,"domain_scores_codex":[0.9918163,0.003205779,0.00051476,0.001035762,0.002800653,0.0006267532],"domain_scores_gemma":[0.9427016,0.02276721,0.005871811,0.006854664,0.01140834,0.01039634],"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":[0.0005683954,0.0009731851,0.08966607,0.003392709,0.0005768931,0.003776216,0.01925148,0.0001382117,0.002203445,0.03983393,0.5136755,0.3259439],"study_design_scores_gemma":[0.0001558001,0.0007143171,0.02972988,0.008400946,0.0003804189,0.008540529,0.05159044,0.0001404333,0.0009407065,0.1369663,0.7622222,0.0002180944],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04704108,0.03911916,0.003529528,0.7988657,0.01760678,0.000180284,0.001576345,0.0004509479,0.09163008],"genre_scores_gemma":[0.362071,0.03547653,0.007134883,0.5283897,0.0148923,0.0002957121,0.00104458,0.0003548788,0.05034042],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03359891,"threshold_uncertainty_score":0.1123995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02700033341222921,"score_gpt":0.3402372974169392,"score_spread":0.31323696400471,"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."}}