{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004314559,0.001192805,0.0009183905,0.0008406414,0.01131601,0.009576367,0.001650276,0.01173239,0.2861186],"category_scores_gemma":[0.02448352,0.0006742622,0.001414887,0.0003827008,0.0017223,0.003918118,0.00769823,0.01740092,0.09659147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002974459,"about_ca_system_score_gemma":0.008736774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0179647,"about_ca_topic_score_gemma":0.04960439,"domain_scores_codex":[0.9929309,0.0008959306,0.000162614,0.0005699429,0.003111272,0.00232927],"domain_scores_gemma":[0.9834872,0.001601171,0.000301063,0.0006531034,0.005002544,0.008954939],"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":[0.00002881949,0.00001760036,0.00006802794,0.00001437978,0.000002183304,0.00009896903,0.00008868008,0.00001063239,0.00006845748,0.001934725,0.9914742,0.006193259],"study_design_scores_gemma":[0.000008124116,0.000023503,0.0002353614,0.000037432,0.000001791476,0.00006796402,0.0006668554,0.00001628365,0.00003629135,0.0006087892,0.9982877,0.000009829956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001865075,0.002653791,0.0009295258,0.45146,0.2756768,0.0001645668,0.0003348871,0.0005145852,0.2664008],"genre_scores_gemma":[0.006654534,0.0006429154,0.0002281733,0.09895594,0.009747472,0.00007677211,0.00008507029,0.0001914719,0.8834177],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2861186,"threshold_uncertainty_score":0.957162,"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."}}