{"id":"W2062239167","doi":"10.1016/j.aodf.2006.09.006","title":"Choose to be The Village Dentist","year":2006,"lang":"en","type":"article","venue":"Alpha Omegan","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Dentistry; Orthodontics; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006189413,0.0003806103,0.0005284559,0.0006500958,0.006330133,0.001882109,0.0008384335,0.002811946,0.3934361],"category_scores_gemma":[0.002734505,0.000422259,0.0003623322,0.0003106777,0.0005091451,0.00131279,0.002117747,0.001862907,0.1483295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006076857,"about_ca_system_score_gemma":0.002647349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002955383,"about_ca_topic_score_gemma":0.01340896,"domain_scores_codex":[0.9991001,0.0000964134,0.00002050167,0.0000561819,0.0001652346,0.0005616067],"domain_scores_gemma":[0.9949003,0.0001271201,0.0000844695,0.00006162788,0.0003633991,0.004463102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004209713,0.0009428451,0.01233473,0.0001777979,0.00001328093,0.002067207,0.001572916,0.00009607866,0.001684991,0.001653309,0.8655138,0.1135221],"study_design_scores_gemma":[0.0004180019,0.0007744221,0.02622967,0.0002740819,0.00002368499,0.004145171,0.02194815,0.000247627,0.0006766489,0.002204058,0.942973,0.00008550059],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1026242,0.001597213,0.00130672,0.1631858,0.01235974,0.0006011451,0.0009782272,0.000822145,0.7165248],"genre_scores_gemma":[0.1336753,0.0008793366,0.001321358,0.04592131,0.001404992,0.0002901261,0.0002884445,0.0001566934,0.8160625],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3934361,"threshold_uncertainty_score":0.8651898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0642415390322762,"score_gpt":0.4781449040391833,"score_spread":0.4139033650069071,"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."}}