{"id":"W4406358983","doi":"10.15331/jdsm.7364","title":"Oral Appliances and Malocclusions","year":2025,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Orthodontics; Dentistry; Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004766329,0.000119145,0.0004404869,0.0003251781,0.00008042081,0.000008773489,0.0001250132,0.00006381915,0.0004862731],"category_scores_gemma":[0.0003698005,0.00007809567,0.00007076177,0.0004268854,0.0003870749,0.0001020094,0.0001326162,0.0004133722,0.000009155727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001253451,"about_ca_system_score_gemma":0.00003216755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002191283,"about_ca_topic_score_gemma":0.00001248468,"domain_scores_codex":[0.9986158,0.00004210097,0.0004343417,0.0001307234,0.0005785319,0.000198471],"domain_scores_gemma":[0.9991794,0.0001129797,0.0001454113,0.0001305102,0.0001824087,0.0002493406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001688124,0.0003107366,0.7413118,0.0001958713,0.0005087939,0.001133306,0.0002811351,0.000003024061,0.038121,0.0008152472,0.008088195,0.2075427],"study_design_scores_gemma":[0.01525635,0.002635545,0.9364795,0.001040335,0.0008772677,0.004626709,0.003857533,0.0006408544,0.004175744,0.001377407,0.02884404,0.0001887269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730384,0.003488763,0.00115545,0.008791207,0.0006353484,0.0002312674,0.000001176084,0.0000105336,0.01264782],"genre_scores_gemma":[0.9967871,0.0001979323,0.001220892,0.0007358643,0.0003216828,0.000002073273,0.00000178493,0.000009591865,0.0007231223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.207354,"threshold_uncertainty_score":0.5324349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01593877944885817,"score_gpt":0.3466652437221965,"score_spread":0.3307264642733383,"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."}}