{"id":"W2394876694","doi":"10.7748/ns2013.12.28.15.63.s53","title":"Map of opportunity","year":2013,"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; Computer science; Psychology","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":[0.001459456,0.0009941141,0.000595459,0.001779375,0.006601587,0.01268482,0.001432006,0.005279801,0.2838628],"category_scores_gemma":[0.004771064,0.0004826997,0.0008054107,0.001054027,0.001714306,0.008755649,0.009041809,0.007498832,0.07931692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002701452,"about_ca_system_score_gemma":0.01117538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01191045,"about_ca_topic_score_gemma":0.02332548,"domain_scores_codex":[0.9980509,0.0002570635,0.00004999735,0.0001727993,0.0007000223,0.0007691827],"domain_scores_gemma":[0.9968696,0.0002801514,0.00005733872,0.0001188867,0.0008106451,0.001863281],"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":[0.00004227936,0.0000278692,0.0002328811,0.00008448025,0.00000314719,0.0003073849,0.0002622534,0.00006957033,0.0001058137,0.03255264,0.9243562,0.0419555],"study_design_scores_gemma":[0.000004692421,0.00001547766,0.0002583684,0.00005419169,0.00000110076,0.00008930695,0.0006628456,0.0000337537,0.00002396449,0.004301023,0.9945464,0.000008846457],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002041648,0.004677231,0.003586811,0.1667237,0.0585253,0.0001718723,0.001285303,0.0008473084,0.7621408],"genre_scores_gemma":[0.03433127,0.006081981,0.00354152,0.03513345,0.006614128,0.0002318266,0.001261364,0.0005301523,0.9122742],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2838628,"threshold_uncertainty_score":0.9496158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1296356768233075,"score_gpt":0.4749800537982712,"score_spread":0.3453443769749637,"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."}}