{"id":"W4387730361","doi":"10.1371/journal.pone.0293118","title":"Overview of oral health status and associated risk factors in maritime settings: An updated systematic review","year":2023,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"MEDLINE; Medicine; Environmental health; Bioinformatics; Data science; Biology; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001503356,0.0004066629,0.004729642,0.0002256012,0.00003541245,0.00002585505,0.000178428,0.0002476905,0.0001393532],"category_scores_gemma":[0.0005464288,0.0003623974,0.0001729055,0.0009444135,0.0000193965,0.00009973933,0.00005566155,0.0005803376,0.00003437079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003135826,"about_ca_system_score_gemma":0.0001118609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003386617,"about_ca_topic_score_gemma":0.000188791,"domain_scores_codex":[0.9961601,0.0009566259,0.001808704,0.000288217,0.0003918236,0.0003944693],"domain_scores_gemma":[0.9983893,0.0002462284,0.0007088969,0.0003902873,0.00007243123,0.0001928753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[2.836548e-7,0.0001270932,0.00006216497,0.9952628,0.0006521472,0.000001664707,0.00004562331,0.000001213776,5.510953e-8,0.00001127481,0.0001875106,0.003648193],"study_design_scores_gemma":[0.0001734652,0.00004386124,0.0001133487,0.9928488,0.002314569,6.437389e-7,0.0000138179,0.0008389027,3.218981e-7,0.00001482892,0.003282863,0.0003545838],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009557607,0.9955352,0.000001351855,0.00001115508,0.0000264146,0.002761211,0.001199804,0.0003039363,0.00006534244],"genre_scores_gemma":[0.00001983667,0.9960691,0.0001015952,0.00004596069,0.000006855088,0.0001089878,0.00346077,0.000106374,0.0000805495],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004556736,"threshold_uncertainty_score":0.9998828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.107311865300028,"score_gpt":0.3284709490548638,"score_spread":0.2211590837548358,"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."}}