{"id":"W4411367486","doi":"10.21203/rs.3.rs-6804368/v1","title":"Timing matters: Dental development and outcomes on secondary alveolar bone grafting in cleft lip and palate patients","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Cleft Lip and Palate Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Hospital","funders":"","keywords":"Dentistry; Medicine; Bone grafting; Dental alveolus; Orthodontics; Grafting","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":[0.001086932,0.0003185275,0.0007031742,0.0008527348,0.0005414377,0.001752584,0.0008404252,0.001141919,0.007866638],"category_scores_gemma":[0.006964261,0.0003146134,0.00141189,0.001515051,0.0004715806,0.001147509,0.001069788,0.001480245,0.0009667207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006841596,"about_ca_system_score_gemma":0.0009957796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003695742,"about_ca_topic_score_gemma":0.003347287,"domain_scores_codex":[0.9987829,0.0002016214,0.0001142745,0.0001912121,0.0002069948,0.0005028654],"domain_scores_gemma":[0.9948905,0.001051298,0.002377938,0.0002416598,0.0002234446,0.001215226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002076189,0.0002074011,0.9874708,0.00002238943,0.0001345569,0.0004991238,0.0001453948,0.0001589592,0.0006818081,0.0002193333,0.000298462,0.008085646],"study_design_scores_gemma":[0.00002825317,0.0004372733,0.9962812,0.00002765248,0.0001427716,0.0009043769,0.0005204766,0.0001736354,0.0003545102,0.0006547443,0.0004526253,0.00002249757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953486,0.001349545,0.00009991907,0.0002923342,0.00004435036,0.000007526669,0.00076813,0.000007133131,0.002082337],"genre_scores_gemma":[0.9981498,0.0004321452,0.00005435069,0.00004327083,0.00003555084,0.000003549421,0.0005123963,0.00001194113,0.0007569571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007866638,"threshold_uncertainty_score":0.02631658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03458172095664069,"score_gpt":0.3600360625200772,"score_spread":0.3254543415634366,"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."}}