{"id":"W4230870815","doi":"10.1177/1715163520977274","title":"Proactive practice","year":2020,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Nursing Diagnosis and Documentation","field":"Nursing","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.005434183,0.0004765636,0.0003565697,0.001449667,0.007208604,0.007200029,0.001866121,0.003520838,0.1136795],"category_scores_gemma":[0.02016147,0.0004144967,0.0005160617,0.00127347,0.003254324,0.003797933,0.00679974,0.005698905,0.04134843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005973862,"about_ca_system_score_gemma":0.0281669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01324307,"about_ca_topic_score_gemma":0.03763375,"domain_scores_codex":[0.9895504,0.002716803,0.0003446591,0.001175627,0.004541972,0.001670473],"domain_scores_gemma":[0.977452,0.002694036,0.0009565704,0.001911096,0.006426549,0.01055985],"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":[0.00005181079,0.000450865,0.006096463,0.0002749435,0.00001605013,0.0006732906,0.01583108,0.00006739207,0.0007288694,0.09604406,0.6018642,0.277901],"study_design_scores_gemma":[0.00002230696,0.00005094561,0.003326654,0.0003026919,0.000008710257,0.0007345399,0.007920863,0.00005467569,0.0002041651,0.01413666,0.9732193,0.00001858704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008457457,0.001507713,0.005168093,0.08326817,0.004464494,0.0002701044,0.0001663029,0.0004395474,0.8962582],"genre_scores_gemma":[0.150834,0.001933633,0.007817499,0.0510654,0.001509209,0.0003996211,0.0003351684,0.0002725592,0.7858328],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1136795,"threshold_uncertainty_score":0.3802959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04027210549950612,"score_gpt":0.2978129089812883,"score_spread":0.2575408034817822,"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."}}