{"id":"W4226080025","doi":"10.7202/snahp","title":"Science of Nursing and Health Practices","year":2021,"lang":"en","type":"paratext","venue":"Science of Nursing and Health Practices","topic":"Nursing Diagnosis and Documentation","field":"Nursing","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nursing; Health science; Psychology; Medicine; Medical education","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01009298,0.0004570659,0.001186721,0.001592495,0.002651153,0.0009226653,0.0006315754,0.0002038299,0.00006914633],"category_scores_gemma":[0.001812097,0.0004547652,0.00007645705,0.002980884,0.006676312,0.003997793,0.00009096983,0.0008095616,0.0000126594],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0013115,"about_ca_system_score_gemma":0.007389436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002767696,"about_ca_topic_score_gemma":0.00005011229,"domain_scores_codex":[0.993261,0.0005053424,0.00135795,0.001590376,0.002008898,0.00127645],"domain_scores_gemma":[0.9848298,0.0007031033,0.01222031,0.0006654247,0.0008811462,0.000700172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003646958,0.00279411,0.0005536206,0.004256172,0.00003590745,0.000002953064,0.03648648,0.00005572932,0.01151489,0.002518673,0.2159262,0.7254905],"study_design_scores_gemma":[0.009457243,0.03934902,0.09677736,0.3421113,0.001884129,0.002133834,0.2619093,0.006222295,0.09555335,0.0182542,0.1197725,0.006575452],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1383944,0.2084169,0.000181303,0.5450064,0.03300809,0.002934835,0.0001273113,0.000119629,0.07181109],"genre_scores_gemma":[0.9558365,0.02205629,0.01798771,0.001916119,0.0007556565,0.00001941566,0.00006359963,0.00008511484,0.001279552],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8174421,"threshold_uncertainty_score":0.9997904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2038434976852876,"score_gpt":0.5546051481505598,"score_spread":0.3507616504652722,"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."}}