{"id":"W3036467283","doi":"10.12927/cjnl.2020.26239","title":"Development and Implementation of a Model of Nursing Clinical Practice: A Journey","year":2020,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Nursing; Organizational culture; Nursing practice; Selection (genetic algorithm); Psychology; Medicine; Political science; Computer science; Public relations","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.07924466,0.0009727468,0.0007464418,0.002514583,0.01239198,0.03523552,0.007877586,0.007018675,0.002887993],"category_scores_gemma":[0.04007901,0.001032972,0.0008325577,0.002434026,0.03605791,0.01700295,0.01612272,0.01062692,0.00134675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02943435,"about_ca_system_score_gemma":0.1385967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03117356,"about_ca_topic_score_gemma":0.04041224,"domain_scores_codex":[0.9303181,0.05001715,0.002030637,0.002325329,0.01222738,0.003081377],"domain_scores_gemma":[0.9357801,0.01514839,0.00254618,0.00653508,0.01984776,0.02014249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001176517,0.001956706,0.011383,0.001184315,0.00006416412,0.0007944836,0.150579,0.002829288,0.001703166,0.5175201,0.03908081,0.2727873],"study_design_scores_gemma":[0.0001294577,0.001380921,0.01017034,0.005501047,0.00003816968,0.001193241,0.2507989,0.009609335,0.001331547,0.233169,0.4863808,0.0002973051],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1193953,0.009274302,0.144759,0.5074799,0.002641624,0.002724301,0.0001172027,0.0007080082,0.2129004],"genre_scores_gemma":[0.6593495,0.006417558,0.3004975,0.01209968,0.000358602,0.001808332,0.0001860065,0.0002224508,0.01906032],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07924466,"threshold_uncertainty_score":0.4190908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.715251902365199,"score_gpt":0.5918062301952279,"score_spread":0.123445672169971,"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."}}