{"id":"W2900546497","doi":"","title":"The Efficacy of LED Light Polymerization Units in Private Dental Offices in Toronto, Canada","year":2018,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Dental materials and restorations","field":"Dentistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Faculty of Dentistry, University of Toronto; University of Toronto","keywords":"Medicine; Business; Dentistry; Geography","routes":{"ca_aff":false,"ca_fund":true,"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":[0.001602533,0.0002884675,0.0002367871,0.0005554722,0.00250398,0.001080155,0.0009951631,0.0003940334,0.003193207],"category_scores_gemma":[0.005312767,0.0004514845,0.0002049117,0.001022587,0.001298244,0.0003069525,0.001028636,0.0004841564,0.000271272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02381625,"about_ca_system_score_gemma":0.02476722,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8938825,"about_ca_topic_score_gemma":0.9722998,"domain_scores_codex":[0.997135,0.0004741902,0.0001720886,0.0005045758,0.001172794,0.0005413317],"domain_scores_gemma":[0.9933004,0.001368802,0.001198967,0.0002818351,0.002240899,0.001609113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001753377,0.0006015438,0.818523,0.0008201079,0.00005934097,0.0006623696,0.03579531,0.000439905,0.0151913,0.0003012155,0.002471327,0.1233813],"study_design_scores_gemma":[0.00003474563,0.0009676534,0.9777504,0.00009684847,0.00003787981,0.0001826577,0.01492652,0.000335375,0.001616722,0.00002668782,0.003997214,0.00002727093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972156,0.0005979596,0.00007314664,0.0001536722,0.000005950374,0.00005279036,0.0001795688,0.00001204096,0.001709223],"genre_scores_gemma":[0.9971096,0.0004802344,0.0004775893,0.00009086,0.000004868668,0.00001632151,0.00009312874,0.000005400999,0.0017221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1061175,"threshold_uncertainty_score":0.2134848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008227717071558888,"score_gpt":0.2990845825393805,"score_spread":0.2908568654678216,"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."}}