{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00494854,0.001261287,0.0009858556,0.0008652255,0.0112447,0.01010174,0.001785449,0.01222912,0.2916195],"category_scores_gemma":[0.02795293,0.0006995992,0.001485875,0.0003899907,0.001882011,0.004134922,0.008425816,0.01888671,0.1000933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003287595,"about_ca_system_score_gemma":0.01000371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01736078,"about_ca_topic_score_gemma":0.04884242,"domain_scores_codex":[0.991865,0.00108229,0.0001999957,0.0006724952,0.003584133,0.002596236],"domain_scores_gemma":[0.9800742,0.001877274,0.0003655515,0.0007733672,0.005947541,0.01096205],"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":[0.00002897788,0.00001869205,0.00006830202,0.00001558877,0.000002308119,0.0001024119,0.00008832104,0.00001101709,0.00007216498,0.001867129,0.9915715,0.00615359],"study_design_scores_gemma":[0.000008446071,0.00002471442,0.0002218466,0.00004129393,0.000001793372,0.00007236536,0.000684033,0.00001677393,0.00003684458,0.0006282352,0.9982528,0.00001078103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001601673,0.00235517,0.0008493784,0.4783004,0.2966662,0.0001549844,0.0003208871,0.0004730664,0.2192782],"genre_scores_gemma":[0.006658025,0.0006811551,0.0002612436,0.1195479,0.01186588,0.00008474691,0.00009102115,0.0002181658,0.8605918],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2916195,"threshold_uncertainty_score":0.9755644,"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."}}