{"id":"W2058422333","doi":"10.1159/000080579","title":"Diagnosis of Pit and Fissure Caries Using Frequency-Domain Infrared Photothermal Radiometry and Modulated Laser Luminescence","year":2004,"lang":"en","type":"article","venue":"Caries Research","topic":"Laser Applications in Dentistry and Medicine","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"CH Four Biogas (Canada); University of Toronto; Canadian Institute for Advanced Research","funders":"","keywords":"Luminescence; Photothermal therapy; Laser; Materials science; Infrared; Radiometry; Optics; Wavelength; Optoelectronics; Nanotechnology; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0004655301,0.00012378,0.0003088802,0.0002747511,0.0002071588,0.00003241684,0.0001071355,0.000138866,0.00009006894],"category_scores_gemma":[0.0006100896,0.0001063149,0.00002756902,0.000856735,0.001559471,0.0001125858,0.0001127468,0.0003261513,0.000001660672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009026804,"about_ca_system_score_gemma":0.0002482668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000892578,"about_ca_topic_score_gemma":0.00003436593,"domain_scores_codex":[0.9986197,0.00006427056,0.0002433627,0.0002906045,0.0004710375,0.0003110787],"domain_scores_gemma":[0.9988298,0.0001940241,0.00004485902,0.0003786505,0.0003518826,0.0002008052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005889866,0.0004584917,0.5861015,0.00228903,0.000399053,0.0006405358,0.009341294,0.00004329519,0.3911465,0.002629895,0.001661479,0.004700003],"study_design_scores_gemma":[0.009578855,0.000912512,0.3895101,0.001690783,0.0003160438,0.000992264,0.006646379,0.0003756383,0.5708421,0.01301187,0.005598423,0.0005250227],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947003,0.003244956,0.000176042,0.0007148326,0.00004761361,0.0004994019,0.0000450276,0.00002212564,0.0005497152],"genre_scores_gemma":[0.9951995,0.0006159462,0.003564655,0.00006136464,0.00009971262,0.00006302845,0.00003008234,0.00001866892,0.0003470126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1965914,"threshold_uncertainty_score":0.5745938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05705485236430682,"score_gpt":0.374946032938303,"score_spread":0.3178911805739961,"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."}}