{"id":"W6885860067","doi":"10.1371/journal.pone.0263156.t002","title":"Frequency of documentation of potential unmet care needs related to substance use and addiction among patients hospitalized with injection drug use-associated infective endocarditis in Halifax, Nova Scotia and Saint John, New Brunswick, Canada.","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Documentation; Injection drug use; Substance use; Addiction; Endocarditis; Infective endocarditis; SAINT","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001036749,0.0009977882,0.001425187,0.003365651,0.001162028,0.001828106,0.00256856,0.001357703,0.04861991],"category_scores_gemma":[0.01497351,0.0006617287,0.002112019,0.00849615,0.000344353,0.0007500459,0.00163662,0.00143271,0.008129218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007323795,"about_ca_system_score_gemma":0.01788051,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9025353,"about_ca_topic_score_gemma":0.9305159,"domain_scores_codex":[0.9989277,0.00009996993,0.0002370868,0.0002163213,0.0002422515,0.0002767298],"domain_scores_gemma":[0.9895454,0.002641867,0.001263159,0.0007036799,0.004822682,0.001023222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002214561,0.00001733862,0.0266285,0.002636667,0.0002260933,0.00004986434,0.0001047756,0.0005994656,0.00004202672,0.0003387099,0.9653808,0.003754404],"study_design_scores_gemma":[0.002014618,0.00007609803,0.5513179,0.01241779,0.0008645975,0.0002742223,0.001470937,0.002549913,0.0003708586,0.001188565,0.4272287,0.000225671],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003541715,0.0000746747,0.00001018304,0.00007361858,0.000009286139,0.000009264997,0.9991629,0.00001631581,0.0002895748],"genre_scores_gemma":[0.007263781,0.000305733,0.0002200043,0.000158432,0.00001219879,0.0001832182,0.9906135,0.00003862585,0.00120451],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09746468,"threshold_uncertainty_score":0.1960773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00795039130702361,"score_gpt":0.2165186091742741,"score_spread":0.2085682178672505,"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."}}