{"id":"W4411000348","doi":"10.2341/24-090-c","title":"Effects of Catalyst Bioproducts on In-Office Whitening: A Randomized, Split-mouth Clinical Analysis","year":2025,"lang":"en","type":"article","venue":"Operative Dentistry","topic":"Dental Erosion and Treatment","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Bioproducts; Randomized controlled trial; Dentistry; Medicine; Waste management; Internal medicine; Engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007929811,0.0003212362,0.001425637,0.0004782536,0.00009966977,0.0001075862,0.0003033468,0.0001845202,0.0001884426],"category_scores_gemma":[0.0009725845,0.0002555324,0.0007182671,0.001621022,0.0002892908,0.0001070344,0.0001670128,0.0003298557,0.000429554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000110537,"about_ca_system_score_gemma":0.00008324123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003217671,"about_ca_topic_score_gemma":0.0004249263,"domain_scores_codex":[0.9968456,0.0007050703,0.001019661,0.0007766837,0.0003792962,0.0002736953],"domain_scores_gemma":[0.9979799,0.0009166196,0.0002559538,0.0005898905,0.0001534274,0.0001041631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1950472,0.03159872,0.5647797,0.002745886,0.04955094,0.01948367,0.003912733,0.001768691,0.03090735,0.05742879,0.01643079,0.02634557],"study_design_scores_gemma":[0.151129,0.0001491042,0.7427226,0.0005715567,0.004149315,0.00003336756,0.0005702535,0.0005728723,0.09923474,0.00008776516,0.0002610984,0.0005184002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990583,0.0005466368,0.000425439,0.00009319717,0.001407673,0.0008434895,0.00006005562,0.00003550922,0.006004972],"genre_scores_gemma":[0.9765086,0.00004247247,0.0002262489,0.0001470294,0.00004268302,0.0001035812,0.0001471032,0.00001544169,0.02276683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1779429,"threshold_uncertainty_score":0.9999897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01490167250736976,"score_gpt":0.3617965101694839,"score_spread":0.3468948376621142,"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."}}