{"id":"W2135743246","doi":"10.2319/110311-681.1","title":"Linear measurements using virtual study models","year":2012,"lang":"en","type":"review","venue":"The Angle Orthodontist","topic":"Orthodontics and Dentofacial Orthopedics","field":"Dentistry","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Fredericton; University of Alberta","funders":"","keywords":"Landmark; Reliability (semiconductor); Cone beam computed tomography; Computer science; Intra-rater reliability; Linear model; Validity; Sample (material); Artificial intelligence; Statistics; Mathematics; Orthodontics; Medicine; Psychometrics; Computed tomography; 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":[0.02834023,0.00191514,0.005690524,0.02779868,0.000651687,0.004094944,0.003508735,0.001589861,0.006697741],"category_scores_gemma":[0.1246139,0.001626172,0.00573413,0.01599891,0.001326497,0.004417091,0.002311629,0.0009353186,0.0008487178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002315606,"about_ca_system_score_gemma":0.00904875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003278966,"about_ca_topic_score_gemma":0.006036414,"domain_scores_codex":[0.9599788,0.01703445,0.01300873,0.002075212,0.00764525,0.0002574233],"domain_scores_gemma":[0.8560804,0.1034068,0.02529075,0.003406415,0.01146603,0.0003495768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003316611,0.00004622823,0.002858824,0.7311097,0.00497458,0.0002780285,0.0005882254,0.0003207672,0.0005970646,0.0009160147,0.002837512,0.2551414],"study_design_scores_gemma":[0.0005182746,0.001011102,0.01535125,0.8311611,0.03770864,0.003972764,0.002288223,0.0007625038,0.001616339,0.001929578,0.1034563,0.0002238611],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002463205,0.9920205,0.002246611,0.0002497657,0.0002420191,0.000900402,0.0007699394,0.00003135308,0.001076189],"genre_scores_gemma":[0.05689494,0.920892,0.01657663,0.0004998751,0.000248159,0.003206054,0.001169652,0.00003437313,0.0004782777],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02834023,"threshold_uncertainty_score":0.1498792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4255099391474302,"score_gpt":0.4232523782894187,"score_spread":0.002257560858011487,"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."}}