{"id":"W2618705523","doi":"10.1186/s12889-017-4436-z","title":"Vitamin D levels and deficiency with different occupations: a systematic review","year":2017,"lang":"en","type":"review","venue":"BMC Public Health","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":204,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Daiichi-Sankyo; University of Alberta; Daiichi Sankyo Europe; National Aeronautics and Space Administration","keywords":"Medicine; vitamin D deficiency; Vitamin D and neurology; CINAHL; Biostatistics; Health care; Pediatrics; Environmental health; Internal medicine; Epidemiology; Nursing; Psychological intervention","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003506563,0.0006168996,0.006495714,0.000453812,0.0005664288,0.0001697457,0.0004385464,0.0001608532,0.00002611991],"category_scores_gemma":[0.007186579,0.0003139911,0.0003155504,0.0003942038,0.0002628933,0.0001391129,0.0002794242,0.0006215428,0.00005035375],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007536491,"about_ca_system_score_gemma":0.005810124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003538071,"about_ca_topic_score_gemma":0.00008435141,"domain_scores_codex":[0.9947439,0.00113981,0.001495525,0.0007179193,0.0009980295,0.0009047502],"domain_scores_gemma":[0.9950771,0.0006952055,0.001360794,0.001729972,0.0003320653,0.0008048106],"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":[6.283333e-7,0.0001147994,0.00009913633,0.9058004,0.0001444114,0.00001196919,0.00004968343,4.457835e-10,1.005754e-9,0.0001281983,0.001354916,0.09229588],"study_design_scores_gemma":[0.0003273204,0.0003872637,0.001213805,0.8103463,0.00104463,0.0004609546,0.00004367459,0.000001385112,1.773474e-9,0.000002218314,0.1859282,0.0002442768],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002942338,0.9863988,0.0003203332,0.001685222,0.00006427083,0.01087657,0.0001081302,0.00007836524,0.0004653388],"genre_scores_gemma":[0.0000406841,0.994948,0.0003418553,0.0003796686,0.00008240976,0.002486372,0.0001105068,0.00006611775,0.001544378],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1845733,"threshold_uncertainty_score":0.9999312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3142034001889347,"score_gpt":0.478001398932301,"score_spread":0.1637979987433663,"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."}}