{"id":"W6909243666","doi":"10.34944/dspace/1748","title":"IN VITRO EVALUATION OF A DIFFERENTIAL REFLECTOMETRY DENTAL CALCULUS DETECTION INSTRUMENT","year":2017,"lang":"en","type":"other","venue":"TUScholarShare (Temple University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Calculus (dental); Reflectometry; Differential calculus; Tooth surface; Differential (mechanical device)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002240979,0.0006958804,0.0006913036,0.000506492,0.0003591346,0.0007627095,0.0006573673,0.0007401772,0.0007493911],"category_scores_gemma":[0.002830774,0.0004596068,0.00054937,0.0004731407,0.0003982858,0.0003269724,0.0006518731,0.0004110529,0.0004448296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003331285,"about_ca_system_score_gemma":0.0003667907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001082518,"about_ca_topic_score_gemma":0.00135888,"domain_scores_codex":[0.9969798,0.0007680528,0.000304031,0.0005441412,0.001147812,0.0002561255],"domain_scores_gemma":[0.9965622,0.001575909,0.0004615948,0.0003311164,0.0009762876,0.00009291203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000154258,0.0000997058,0.001294883,0.0001601353,0.00001787971,0.00006089606,0.0001062853,0.0003169977,0.9945359,0.00003492914,0.00003002993,0.003188078],"study_design_scores_gemma":[0.00001721522,0.002986134,0.00852109,0.00001952869,0.0001103339,0.00021933,0.0001909933,0.003625003,0.9829937,0.00002346377,0.001269455,0.00002364915],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794618,0.001951765,0.01674673,0.00006988851,0.0001103113,0.0002216139,0.0003251601,0.00007241207,0.001040257],"genre_scores_gemma":[0.9461538,0.001614756,0.0496573,0.00009212106,0.00005423327,0.0001879076,0.000678469,0.00003330706,0.001528178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002240979,"threshold_uncertainty_score":0.01185161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05680312076106624,"score_gpt":0.3077513512596047,"score_spread":0.2509482304985385,"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."}}