{"id":"W2181904980","doi":"","title":"Communicating complexity: using a diagnostic classification system for edentulous patients.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Edentulism; Prosthodontist; Checklist; Dentures; Medicine; Radiation treatment planning; Dentistry; Psychology; Oral health; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.002724211,0.0001349434,0.0002133098,0.0001371393,0.001539325,0.00004746692,0.0003286892,0.0001255774,0.00004289206],"category_scores_gemma":[0.01179976,0.0001374259,0.00005634578,0.0003219366,0.00009286522,0.0002685048,0.00010545,0.0004293359,0.0001219762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001376183,"about_ca_system_score_gemma":0.0002915815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003796039,"about_ca_topic_score_gemma":0.00003989649,"domain_scores_codex":[0.9966178,0.001386139,0.0006026104,0.0002829967,0.0003573361,0.0007531184],"domain_scores_gemma":[0.9948918,0.003205605,0.0004705139,0.0006757604,0.0005304523,0.0002258848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004992887,0.0004482633,0.9450572,0.0008191036,0.00004321937,3.664905e-7,0.001756361,0.000003256243,0.00002196482,0.03126315,0.000968199,0.01956904],"study_design_scores_gemma":[0.001288619,0.00001531298,0.9549227,0.00008522171,0.00005132938,0.000002680813,0.01388752,0.0006160059,0.00003070802,0.0004436471,0.02848235,0.0001739207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.947996,0.0003064791,0.001113119,0.0007342664,0.002058277,0.009821319,0.00006619514,0.0001863916,0.03771799],"genre_scores_gemma":[0.9854193,0.00001885321,0.001129297,0.0002488435,0.0001272197,0.01230726,0.0001186271,0.00004745223,0.0005830837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0374234,"threshold_uncertainty_score":0.9997605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3778482687313575,"score_gpt":0.4835580066382984,"score_spread":0.1057097379069409,"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."}}