{"id":"W2981711325","doi":"10.1111/nin.12326","title":"Nursing now or never","year":2019,"lang":"en","type":"editorial","venue":"Nursing Inquiry","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Nursing; Declaration; Health care; Medicine; Public health; Health policy; Political science; Public relations; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001091339,0.001181292,0.001274025,0.0008007886,0.0007026701,0.0007875637,0.001227386,0.00307119,0.0007967026],"category_scores_gemma":[0.002228647,0.001167121,0.0004218539,0.0008183594,0.001180398,0.00192728,0.00001419967,0.003819041,0.00231709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003270068,"about_ca_system_score_gemma":0.001952488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006166117,"about_ca_topic_score_gemma":0.00001333464,"domain_scores_codex":[0.9924892,0.0007386438,0.001047406,0.001765069,0.002258504,0.00170123],"domain_scores_gemma":[0.993212,0.002751956,0.001015766,0.001929969,0.0006764686,0.0004138599],"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":[0.002358513,0.0009708944,0.00001499154,0.0004039227,0.00007822315,0.00001412625,0.02279415,0.00001318884,0.00008135641,0.00006289201,0.9500529,0.02315484],"study_design_scores_gemma":[0.001423427,0.0006277808,0.0001308786,0.01018913,0.000892587,0.00005866453,0.006081558,0.00006332813,0.0002280759,0.0005925125,0.9782482,0.001463852],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001171691,0.005395655,0.0003492778,0.01415906,0.9666629,0.0008038981,0.00004984559,0.0006505457,0.01181161],"genre_scores_gemma":[0.0005519359,0.0001302482,0.001410942,0.00170206,0.9579715,0.00003481097,0.00101645,0.0005696078,0.03661241],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02819531,"threshold_uncertainty_score":0.9990779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05790513767559195,"score_gpt":0.3823005738254109,"score_spread":0.3243954361498189,"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."}}