{"id":"W2155461046","doi":"10.1080/10376178.2012.11002593","title":"Commentary","year":2012,"lang":"en","type":"article","venue":"Contemporary Nurse","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Nursing; Nursing Interventions Classification; Psychological intervention; Intervention (counseling); Health care; Psychology; Medicine; Political science","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":[0.01076412,0.001069723,0.001915113,0.002412891,0.005413366,0.00749637,0.007365986,0.03631818,0.1037568],"category_scores_gemma":[0.08805002,0.0008973005,0.002614778,0.002475734,0.00579962,0.007556179,0.005319141,0.02924824,0.04465627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009992393,"about_ca_system_score_gemma":0.02561097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02035969,"about_ca_topic_score_gemma":0.0214127,"domain_scores_codex":[0.9862857,0.003666948,0.001080722,0.001734138,0.005609451,0.001622898],"domain_scores_gemma":[0.9307842,0.03561703,0.002338579,0.002579353,0.02314399,0.00553691],"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":[0.00001289573,0.000003339372,0.00001960527,0.0002547537,0.000006049643,0.00007529609,0.00008120148,0.000009702408,0.00001606483,0.002800444,0.9925863,0.00413426],"study_design_scores_gemma":[0.00001323211,0.000004274684,0.00009268814,0.001719064,0.00001030786,0.0001126292,0.0001718309,0.00001301399,0.00004271634,0.002457581,0.9953524,0.00001033582],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00008867304,0.006020857,0.0001835493,0.8321766,0.1393012,0.00006079294,0.0005159097,0.00006367314,0.0215888],"genre_scores_gemma":[0.001346478,0.004196316,0.0002389725,0.9238912,0.04251799,0.0001516496,0.0002260818,0.00007400545,0.02735725],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1037568,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6674649622553176,"score_gpt":0.674197503516265,"score_spread":0.006732541260947356,"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."}}