{"id":"W2511158000","doi":"10.7748/ns.15.23.26.s46","title":"Taking stock","year":2001,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Business","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002610679,0.0008998493,0.0007477721,0.0008706448,0.002946321,0.01018663,0.001444771,0.006459333,0.3845193],"category_scores_gemma":[0.01311689,0.0004529646,0.0008448505,0.0005721704,0.001016367,0.004056119,0.00364376,0.005286296,0.2756987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001775223,"about_ca_system_score_gemma":0.006980619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004595198,"about_ca_topic_score_gemma":0.009389733,"domain_scores_codex":[0.9969207,0.0002591397,0.0001255145,0.0003293063,0.001817228,0.0005482049],"domain_scores_gemma":[0.9894091,0.000720325,0.0002869586,0.0007755202,0.00461325,0.004194811],"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":[0.00001418048,0.00001403651,0.00008580834,0.000021396,0.000002552146,0.00003984082,0.00002479725,0.00001458894,0.000146048,0.001457959,0.9733149,0.02486379],"study_design_scores_gemma":[0.000004833858,0.00001203777,0.0001359597,0.00002728067,0.000002213317,0.00003755484,0.00006207238,0.00002459276,0.00007243361,0.0006419381,0.998975,0.000004132008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.00126627,0.006799616,0.001831881,0.279483,0.2081824,0.0001301452,0.0007191952,0.001416293,0.5001712],"genre_scores_gemma":[0.002972619,0.001613322,0.0004188838,0.04417112,0.01069684,0.00002865028,0.0002935123,0.0001680745,0.9396369],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3845193,"threshold_uncertainty_score":0.8779085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1828974177005043,"score_gpt":0.5221798377535074,"score_spread":0.3392824200530031,"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."}}