{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005543695,0.00008665908,0.0002719821,0.00005355898,0.0003000508,0.000003599183,0.00009028279,0.0001933545,0.00336793],"category_scores_gemma":[0.00007479563,0.00007163891,0.00004139447,0.00004381831,0.00007071941,0.00007448827,0.00001407053,0.000379321,0.0003815529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001932295,"about_ca_system_score_gemma":0.0005238747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007397634,"about_ca_topic_score_gemma":0.00006666104,"domain_scores_codex":[0.9984674,0.0003360916,0.0004434082,0.0001350781,0.0002571174,0.0003608413],"domain_scores_gemma":[0.9987853,0.0001308951,0.0001770102,0.0002731781,0.0004011244,0.0002324878],"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":[0.00007912738,0.0001055921,0.01303342,0.001777923,0.00003155472,0.00000382774,0.0289095,5.840761e-7,0.0007470083,0.02806195,0.6353046,0.2919449],"study_design_scores_gemma":[0.001739084,0.0007090599,0.05983552,0.005769847,0.00002769022,0.000003502751,0.09156016,0.0000440834,0.0003509038,0.0265276,0.8130077,0.0004249102],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6568173,0.001612775,0.00129027,0.06059963,0.004675055,0.0019152,0.0001445114,0.0002587717,0.2726865],"genre_scores_gemma":[0.9954054,0.00002647184,0.0004992877,0.0003041748,0.000301363,0.00004449543,0.000005334868,0.00001846104,0.003394946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3385882,"threshold_uncertainty_score":0.9975431,"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."}}