{"id":"W2942376203","doi":"10.20944/preprints201904.0017.v1","title":"A Clinical Challenge & Solution: Detecting Cracks in Teeth Using PTR-LUM-The Canary System; A Case Report","year":2019,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Dental Radiography and Imaging","field":"Dentistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Xanadu Quantum Technologies (Canada); Baycrest Hospital","funders":"","keywords":"Molar; Radiography; Orthodontics; Dentistry; Materials science; Medicine; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000656512,0.002145357,0.001058603,0.002952856,0.002202075,0.001967355,0.001344298,0.01152706,0.004844713],"category_scores_gemma":[0.003676612,0.001207687,0.001096051,0.001199003,0.002541726,0.002506058,0.001739704,0.003894602,0.00278652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008443462,"about_ca_system_score_gemma":0.0006742165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001378328,"about_ca_topic_score_gemma":0.002159037,"domain_scores_codex":[0.9988619,0.0001671095,0.0001432417,0.0002963955,0.0002961381,0.0002351736],"domain_scores_gemma":[0.9986184,0.0005073663,0.0002428405,0.0001628151,0.0001010879,0.0003674813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00006132537,0.0001256278,0.002969962,0.000192783,0.00001123376,0.9810138,0.0003081503,0.00009612091,0.003246043,0.0004699169,0.002200952,0.009304124],"study_design_scores_gemma":[0.000004514116,0.00002774207,0.0005096077,0.00002505888,0.000008299548,0.9963436,0.0001003446,0.0001605319,0.001057661,0.0001948935,0.001558177,0.000009624743],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8216556,0.03337391,0.04401771,0.03839469,0.003102173,0.001144142,0.0008091714,0.001218203,0.05628452],"genre_scores_gemma":[0.9358997,0.006507409,0.03516934,0.005568794,0.002959041,0.0001236488,0.0002333784,0.0002346903,0.01330405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01152706,"threshold_uncertainty_score":0.01620722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2374374519043123,"score_gpt":0.4248935664975055,"score_spread":0.1874561145931932,"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."}}