{"id":"W4245288720","doi":"10.22192/ijcrms.2017.03.08.007","title":"Alarming aspect of dentistry","year":2017,"lang":"en","type":"article","venue":"International Journal of Current Research in Medical Sciences","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Georgian College","funders":"","keywords":"Dentistry; Orthodontics; Medicine","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","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03090465,0.00006437645,0.0001834063,0.0007418375,0.0007116718,0.0001254751,0.003694678,0.00008433477,0.002307134],"category_scores_gemma":[0.02864726,0.00004691717,0.00006765617,0.0002866281,0.001596945,0.0009165842,0.0007351051,0.002131459,0.00008064985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003701104,"about_ca_system_score_gemma":0.004791351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004794817,"about_ca_topic_score_gemma":0.0001279575,"domain_scores_codex":[0.9899207,0.001038069,0.0008431355,0.0001724239,0.007558823,0.0004668586],"domain_scores_gemma":[0.9953449,0.001859699,0.0007620427,0.0001987987,0.00149052,0.0003440811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006612822,0.0002858278,0.862215,0.00005768664,0.00001691005,0.0002239312,0.0006091874,0.000001507449,0.0001401799,0.005916116,0.002004109,0.1284634],"study_design_scores_gemma":[0.001442001,0.0002052747,0.9243598,0.00296122,0.000004306143,0.000159057,0.006695588,0.0003937808,0.000359446,0.01768444,0.04563898,0.00009610566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9520932,0.000912705,0.00009481984,0.02722146,0.006515579,0.0001512522,0.000004546962,0.000002396925,0.01300408],"genre_scores_gemma":[0.9971639,0.001358856,0.00008462332,0.00004013991,0.001129642,0.000008857902,8.987195e-7,0.000004069275,0.0002090405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1283673,"threshold_uncertainty_score":0.9986049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5973899793635932,"score_gpt":0.7392630419628513,"score_spread":0.1418730625992581,"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."}}