{"id":"W1981941151","doi":"10.1097/cnq.0000000000000029","title":"Adapt or Perish—A Relentless Fight for Survival","year":2014,"lang":"en","type":"article","venue":"Critical Care Nursing Quarterly","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Clair College","funders":"","keywords":"Ingenuity; Medicine; Infection control; Population; Intensive care medicine; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007306588,0.0007554945,0.0007929225,0.0008227027,0.003240469,0.008279378,0.001058603,0.003999457,0.006425262],"category_scores_gemma":[0.01001396,0.0003254011,0.0004918529,0.0005601336,0.01421678,0.007895584,0.004201057,0.009080921,0.002721138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001874175,"about_ca_system_score_gemma":0.005861208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00135634,"about_ca_topic_score_gemma":0.003279834,"domain_scores_codex":[0.9941123,0.002702291,0.0002577053,0.0002966444,0.002212268,0.0004186965],"domain_scores_gemma":[0.9931911,0.00268469,0.0006769013,0.0004480335,0.001166206,0.001833158],"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":[0.0001392663,0.0002476422,0.001260897,0.001166565,0.00006559227,0.0002027677,0.003321002,0.000146153,0.001647826,0.1053413,0.655824,0.230637],"study_design_scores_gemma":[0.00001960164,0.0002583702,0.00107409,0.0009095668,0.00001812427,0.0004165551,0.002446069,0.0000612081,0.0006559854,0.03070264,0.9634053,0.00003255055],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.003790487,0.1918499,0.007977891,0.6955854,0.05019212,0.00007936994,0.00005616483,0.0003022453,0.05016645],"genre_scores_gemma":[0.09723001,0.2983557,0.02028785,0.483195,0.03509861,0.0002537722,0.0001111738,0.0002887757,0.06517909],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.008279378,"threshold_uncertainty_score":0.03864139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05512154121483689,"score_gpt":0.4100883714871662,"score_spread":0.3549668302723293,"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."}}