{"id":"W4409250207","doi":"10.51642/ppmj.v35i04.716","title":"EVALUATION OF INFERIOR DENTAL CANAL VISIBILITY ON CROSS-SECTIONAL CONE-BEAM COMPUTED TOMOGRAPHY (CBCT) IMAGES","year":2024,"lang":"en","type":"article","venue":"Pakistan Postgraduate Medical Journal","topic":"Dental Radiography and Imaging","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Collège Montmorency","funders":"","keywords":"Cone beam computed tomography; Visibility; Computed tomography; Medicine; Cone (formal languages); Cone beam ct; Tomography; Orthodontics; Radiology; Optics; Physics; Computer science","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":[0.0007845721,0.00029305,0.000234948,0.002333286,0.0001657675,0.0005562206,0.0002473491,0.0003285655,0.0032903],"category_scores_gemma":[0.001734959,0.0003267521,0.0002247238,0.0004547091,0.0003312729,0.00051259,0.0004207541,0.0002688825,0.000313769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001578824,"about_ca_system_score_gemma":0.000251366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001271718,"about_ca_topic_score_gemma":0.001957188,"domain_scores_codex":[0.9995012,0.00007783832,0.00006168974,0.00007256845,0.0002114762,0.00007515832],"domain_scores_gemma":[0.9989325,0.000258633,0.0003575732,0.00005530947,0.0003258878,0.00006992138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007903875,0.000142761,0.7279555,0.000537313,0.0001617379,0.007521484,0.00143719,0.0002994908,0.1947636,0.0002094042,0.0005352955,0.06564591],"study_design_scores_gemma":[0.00001118573,0.0004793096,0.9613311,0.00007984198,0.00009569632,0.0195254,0.0008602149,0.0006523554,0.01534627,0.00005042885,0.001546059,0.00002210462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916745,0.002649418,0.002271054,0.00004648921,0.00001290797,0.00006855749,0.0002442026,0.00004974615,0.00298312],"genre_scores_gemma":[0.9948895,0.001141779,0.002950434,0.00002306452,0.00001823028,0.00001842035,0.0001705491,0.00001538629,0.0007725256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0032903,"threshold_uncertainty_score":0.01100713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02787703600174107,"score_gpt":0.3670467090675141,"score_spread":0.3391696730657731,"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."}}