{"id":"W3011766021","doi":"","title":"Adopting national nursing data standards in Canada.","year":2018,"lang":"en","type":"article","venue":"PubMed","topic":"Nursing Diagnosis and Documentation","field":"Nursing","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nursing; Psychology; Medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03791352,0.0003504817,0.000743004,0.01218574,0.007659786,0.01066106,0.005000961,0.002319813,0.007046572],"category_scores_gemma":[0.1484434,0.0005607538,0.0006824736,0.02115814,0.002540138,0.005174222,0.004476752,0.002940555,0.002088903],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09506427,"about_ca_system_score_gemma":0.4987941,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9865731,"about_ca_topic_score_gemma":0.9882079,"domain_scores_codex":[0.9659058,0.004865645,0.007732317,0.001517557,0.01688206,0.00309657],"domain_scores_gemma":[0.6103143,0.03814117,0.01044031,0.01023172,0.3091661,0.02170641],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002113874,0.0001283104,0.03359637,0.002676781,0.00006831725,0.0002903624,0.003336257,0.0005335331,0.0006425097,0.03049605,0.5879058,0.3401143],"study_design_scores_gemma":[0.00005556429,0.0000651417,0.09235172,0.005511354,0.00008339167,0.0001949472,0.00674127,0.0006827023,0.001004639,0.004186979,0.8889826,0.0001397054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05891723,0.0727728,0.01805055,0.4536094,0.0124655,0.0036924,0.1231591,0.003197182,0.2541358],"genre_scores_gemma":[0.4355032,0.0861888,0.1342548,0.1052557,0.001650175,0.002853473,0.1220592,0.001400051,0.1108347],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9865731,"threshold_uncertainty_score":0.6897428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05239105512418972,"score_gpt":0.3245544249206647,"score_spread":0.2721633697964749,"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."}}