{"id":"W2959885772","doi":"10.4018/978-1-5225-9254-9.ch004","title":"T-Scan 10 Recording Dynamics, System Features, and Clinician User Skills Required for T-Scan Chairside Mastery","year":2019,"lang":"en","type":"book-chapter","venue":"Advances in medical technologies and clinical practice book series","topic":"Orthodontics and Dentofacial Orthopedics","field":"Dentistry","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Orthodontics; Dentistry; Medicine","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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.003001439,0.000755141,0.001943018,0.00025064,0.0002437382,0.0002188158,0.0006913317,0.003042529,0.0001096934],"category_scores_gemma":[0.017177,0.0006734156,0.0003872279,0.00009008814,0.001752369,0.001775088,0.001088385,0.002582968,0.0000414427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002015674,"about_ca_system_score_gemma":0.0003108416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003976772,"about_ca_topic_score_gemma":0.003161729,"domain_scores_codex":[0.9943193,0.0001461781,0.002417609,0.001484318,0.0009301566,0.0007023953],"domain_scores_gemma":[0.9904503,0.006295865,0.001706757,0.001004052,0.0002658272,0.0002772414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001198194,0.0001170089,0.008008363,0.001118571,0.0003196767,0.001034148,0.00002104472,7.784143e-7,2.119814e-7,0.4326981,0.004093669,0.5513902],"study_design_scores_gemma":[0.00145751,0.001007598,0.0004136526,0.002206435,0.0003851874,0.0005326605,0.002405735,0.00009381519,0.000001540215,0.007501465,0.9831912,0.0008032207],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001848583,0.2075973,0.003780765,0.02492888,0.01770598,0.005812779,0.001227321,0.002656805,0.7344416],"genre_scores_gemma":[0.003150793,0.4504588,0.01308038,0.001614472,0.001045377,0.0001002119,0.0002150046,0.0002760946,0.5300589],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9790975,"threshold_uncertainty_score":0.9997181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01915593840071694,"score_gpt":0.3520268504619102,"score_spread":0.3328709120611933,"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."}}