{"id":"W4381308828","doi":"10.1002/ajpa.24799","title":"Assessing diagnostic certainty for scurvy and rickets in human skeletal remains","year":2023,"lang":"en","type":"review","venue":"American Journal of Biological Anthropology","topic":"Forensic Anthropology and Bioarchaeology Studies","field":"Arts and Humanities","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada; Canada Research Chairs","keywords":"Scurvy; Rickets; Certainty; Medicine; Vitamin D and neurology; Internal medicine; Vitamin C; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02046208,0.0005354607,0.0006116165,0.009676447,0.001434302,0.002543619,0.001992585,0.001591072,0.003591418],"category_scores_gemma":[0.06411713,0.0003341247,0.0007219542,0.002487668,0.003199985,0.003022475,0.004029776,0.001200581,0.0008727438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001088977,"about_ca_system_score_gemma":0.001824438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005221713,"about_ca_topic_score_gemma":0.007627144,"domain_scores_codex":[0.9867774,0.004948199,0.003264063,0.00103342,0.003397142,0.0005797797],"domain_scores_gemma":[0.9725955,0.01269107,0.006808887,0.00177931,0.005451306,0.0006740741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002929539,0.00003818422,0.7880885,0.002595971,0.0001845214,0.002936186,0.00949607,0.0006021839,0.0027173,0.006933277,0.01003266,0.1760821],"study_design_scores_gemma":[0.00002634649,0.0004027017,0.8239725,0.01008099,0.000526763,0.0390753,0.03195865,0.00233385,0.005182561,0.02501804,0.06112107,0.0003012459],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8066042,0.07042863,0.0499217,0.01819913,0.001694953,0.0007918871,0.006301099,0.0003431808,0.04571523],"genre_scores_gemma":[0.9545792,0.01033498,0.02991352,0.001019947,0.0004986919,0.0002132774,0.00224114,0.00004586344,0.00115338],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02046208,"threshold_uncertainty_score":0.1082151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1720568715710472,"score_gpt":0.4246369328871658,"score_spread":0.2525800613161185,"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."}}