{"id":"W2963967782","doi":"10.25301/jpda.283.122","title":"Cross Infection Control Protocol Awareness Amongst Fresh Dental Graduates in Lahore","year":2019,"lang":"en","type":"article","venue":"Journal of The Pakistan Dental Association","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Collège Montmorency","funders":"","keywords":"Protocol (science); Medicine; Infection control; Cross-sectional study; Family medicine; Alternative medicine; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.00149574,0.0001736074,0.0003153037,0.0001730463,0.0001735289,0.0004307841,0.0004369363,0.0001666116,0.000392509],"category_scores_gemma":[0.0007944659,0.0001303668,0.0003692016,0.0004156171,0.00004408801,0.0006633592,0.0001255375,0.0006113213,0.0002493636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003134287,"about_ca_system_score_gemma":0.0001988887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001138073,"about_ca_topic_score_gemma":0.008080903,"domain_scores_codex":[0.9967924,0.0004017884,0.0007870132,0.0001844586,0.001452542,0.0003818114],"domain_scores_gemma":[0.9979241,0.0003157336,0.001163219,0.0001967833,0.000266113,0.000134036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005678258,0.000262294,0.9926359,0.00005915823,0.00008393611,0.00006127217,0.00008112832,0.0001909636,0.003741541,0.00008513861,0.002065535,0.0001652827],"study_design_scores_gemma":[0.006095747,0.0001609314,0.9879544,0.0001221214,0.00002421261,0.00012079,0.0002804571,0.0002147345,0.002660567,0.001087576,0.001134741,0.0001437565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896119,0.00001871226,0.00005728252,0.0001061929,0.001212822,0.008417564,0.00005738352,0.00001721556,0.0005009681],"genre_scores_gemma":[0.9946904,0.000002579706,0.000005311948,0.0001275658,0.0001815101,0.0008838855,0.000006596569,0.00002274678,0.004079461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007533679,"threshold_uncertainty_score":0.8196052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01318537105554977,"score_gpt":0.3600057251196484,"score_spread":0.3468203540640986,"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."}}