{"id":"W2316133670","doi":"10.7748/ns2003.03.17.27.21.p4344","title":"Opportunity knocks","year":2003,"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":"Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001287867,0.0001256354,0.0002688184,0.00005938616,0.0009290664,0.000007072727,0.00007901488,0.0002707479,0.001451541],"category_scores_gemma":[0.0003986888,0.0001098529,0.00004892482,0.0001112657,0.0000566572,0.00005890177,0.000007192073,0.0006726063,0.000158575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004571081,"about_ca_system_score_gemma":0.0011515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007964771,"about_ca_topic_score_gemma":0.000103969,"domain_scores_codex":[0.99764,0.0008726386,0.0003992118,0.000219817,0.0002932916,0.0005750179],"domain_scores_gemma":[0.9987924,0.0001572074,0.0001219827,0.0003294004,0.0002293779,0.0003696615],"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":[0.000169116,0.000167715,0.01713206,0.0007769234,0.00004579182,0.00004445433,0.04016886,0.000001691753,0.0001702802,0.3508702,0.3663967,0.2240561],"study_design_scores_gemma":[0.0005905993,0.0001296559,0.001791908,0.0009127134,0.000008660444,0.000005776721,0.01876708,0.000002318062,0.00005006004,0.006900966,0.9706847,0.0001555742],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08783536,0.001404202,0.002164119,0.007618204,0.004166498,0.000664765,0.00006081766,0.0002820818,0.8958039],"genre_scores_gemma":[0.9918049,0.00008818563,0.000577588,0.0007704595,0.000360568,0.00003477835,0.00000511134,0.00003202551,0.00632639],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9039695,"threshold_uncertainty_score":0.9994613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1664456410209625,"score_gpt":0.4996521526817788,"score_spread":0.3332065116608163,"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."}}