{"id":"W4390879633","doi":"10.2196/42371","title":"Microfragmented Fat and Biphasic Calcium Phosphates for Alveolar Cleft Repair: Protocol for a Prospective, Nonblinded, First-in-Human Clinical Study","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Cleft Lip and Palate Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lembaga Pengelola Dana Pendidikan","keywords":"Medicine; Radiography; Dentistry; Prospective cohort study; Trephine; Iliac crest; Dental alveolus; Mesenchymal stem cell; Buccal administration; Surgery; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005202505,0.0003100138,0.000397369,0.0002918824,0.000491095,0.0003519881,0.0004538539,0.0003510702,0.00003442308],"category_scores_gemma":[0.0005820193,0.0002621021,0.0002853404,0.0004872621,0.0003449116,0.00002375763,0.0004653976,0.0007657906,0.000009884589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000838688,"about_ca_system_score_gemma":0.00036013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004793148,"about_ca_topic_score_gemma":0.0002597334,"domain_scores_codex":[0.9957374,0.0005647905,0.0007387219,0.001397108,0.0005194601,0.001042498],"domain_scores_gemma":[0.9979679,0.0004803284,0.00006415774,0.0006708319,0.0005354607,0.0002813103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.012636,0.006411801,0.7828065,0.00853949,0.0005356255,0.00009267357,0.0005639212,0.000003893826,0.08040556,0.0004824598,0.09930516,0.008216981],"study_design_scores_gemma":[0.01591984,0.01769783,0.01842033,0.001378479,0.000008008945,0.000008482472,0.0002807607,0.0007339683,0.02840184,0.0005913906,0.9160939,0.0004651731],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.03389293,0.00001809428,0.0001473068,0.0002682223,0.00001444814,0.9653612,0.00007487256,0.00007884931,0.0001440266],"genre_scores_gemma":[0.01925895,0.000002658377,0.0003896307,0.00002802394,0.0005520648,0.977668,0.00004855351,0.00009317426,0.0019589],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.8167887,"threshold_uncertainty_score":0.9999831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2426538493191881,"score_gpt":0.5902329772761408,"score_spread":0.3475791279569527,"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."}}