{"id":"W4251175761","doi":"10.1097/nmc.0000000000000169","title":"Toward Evidence Based Practice","year":2015,"lang":"en","type":"article","venue":"MCN The American Journal of Maternal/Child Nursing","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institutes of Health Research","funders":"","keywords":"Sociology; Library science; Management; Computer science; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007858121,0.0001138377,0.0002834089,0.0001915735,0.0006049899,0.00006056712,0.000695928,0.00002914634,0.00007544894],"category_scores_gemma":[0.005062467,0.00006844633,0.00006932043,0.0005652371,0.0003331079,0.0008051456,0.0000354406,0.0009796278,0.0001625329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000604678,"about_ca_system_score_gemma":0.002338914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007845268,"about_ca_topic_score_gemma":0.000004124482,"domain_scores_codex":[0.995167,0.002328512,0.0006798729,0.0001426595,0.001056704,0.0006253033],"domain_scores_gemma":[0.9946558,0.001998742,0.001462167,0.0002804425,0.0009605119,0.0006422981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01026245,0.000792075,0.1849014,0.0003490711,0.0001246395,0.0001993429,0.09150966,0.001414991,0.0008190396,0.000654568,0.3160298,0.392943],"study_design_scores_gemma":[0.002737433,0.006738109,0.4825583,0.02159001,0.0002103662,0.001899013,0.207999,0.002930938,0.0009745925,0.003196018,0.2684862,0.0006799934],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7251164,0.001086998,0.004479333,0.2626538,0.002897757,0.0002806476,0.000001838158,0.00002089346,0.003462375],"genre_scores_gemma":[0.9819934,0.0002103677,0.004792307,0.01135051,0.001497024,0.000006600075,2.972166e-7,0.00001604219,0.0001334276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.392263,"threshold_uncertainty_score":0.6060612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2315375453901288,"score_gpt":0.5264496370701965,"score_spread":0.2949120916800678,"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."}}