{"id":"W2962886284","doi":"10.1097/01.npr.0000574660.34486.a5","title":"Preventable diseases","year":2019,"lang":"en","type":"article","venue":"The Nurse Practitioner","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"State (computer science); Family medicine; Gerontology; Medicine; Psychology; Computer science","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":[0.001201769,0.0004804962,0.0005624399,0.001174948,0.0006625667,0.001249839,0.000613891,0.00120533,0.1289304],"category_scores_gemma":[0.008072202,0.0001825336,0.0005270575,0.000961506,0.0002965548,0.0006140381,0.001222435,0.002078984,0.03959042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007973235,"about_ca_system_score_gemma":0.003999562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007392635,"about_ca_topic_score_gemma":0.0097802,"domain_scores_codex":[0.9985023,0.0003134024,0.0001037245,0.0001491392,0.0006003687,0.000331204],"domain_scores_gemma":[0.9947314,0.0006235769,0.0004649065,0.0002623954,0.002281585,0.001636064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003819741,0.00006673263,0.005453409,0.0002663464,0.00003890962,0.0001276174,0.00004790472,0.00004721143,0.0000973073,0.004190443,0.835431,0.1541949],"study_design_scores_gemma":[0.00003183481,0.00005974968,0.01524566,0.0009340858,0.00002478692,0.0006618691,0.0001435353,0.0001057767,0.00009607947,0.001308473,0.9813767,0.00001147996],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003895259,0.0537051,0.002469618,0.1185639,0.03232824,0.0004011976,0.01024459,0.0004505302,0.7779416],"genre_scores_gemma":[0.110233,0.169559,0.005682546,0.05914643,0.03481013,0.0006724375,0.02827753,0.0002962753,0.5913226],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1289304,"threshold_uncertainty_score":0.4313151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01216296005240451,"score_gpt":0.3174914791340873,"score_spread":0.3053285190816827,"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."}}