{"id":"W4245465832","doi":"10.7748/ns.24.35.62.s54","title":"Opportunity knocks","year":2010,"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":[0.001098722,0.0001216716,0.0002495681,0.00006218212,0.0009576259,0.000008961877,0.0001284725,0.0003880896,0.001785745],"category_scores_gemma":[0.0002887622,0.0001040818,0.00004794846,0.00008717344,0.00008735002,0.00006775089,0.0000181027,0.001608519,0.0001832149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001626805,"about_ca_system_score_gemma":0.0009699899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002006588,"about_ca_topic_score_gemma":0.0008518238,"domain_scores_codex":[0.9982938,0.0002764633,0.0003782654,0.0002186021,0.0002948956,0.0005380005],"domain_scores_gemma":[0.9986169,0.0001610325,0.0001267396,0.0004056444,0.000271695,0.0004179912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001914202,0.000119003,0.01594936,0.0004871494,0.00002586097,0.00002854336,0.03035542,2.372487e-7,0.002636919,0.08574267,0.2696435,0.5948199],"study_design_scores_gemma":[0.0005635056,0.0001197278,0.009522744,0.0006073133,0.000008913416,0.000006658706,0.009277186,0.000009213565,0.00007302016,0.004851488,0.9747841,0.0001761513],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5109322,0.0002224684,0.0005902843,0.02181082,0.009603946,0.0006246482,0.0001002363,0.0003703288,0.455745],"genre_scores_gemma":[0.9933429,0.0000271775,0.0006129604,0.0006731649,0.001414625,0.00003252164,0.000008712054,0.00003063466,0.003857299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7051405,"threshold_uncertainty_score":0.9991267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1116312760261101,"score_gpt":0.5018977054037957,"score_spread":0.3902664293776856,"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."}}