{"id":"W4292366634","doi":"10.1136/ebnurs-2022-103607","title":"Resources page","year":2022,"lang":"en","type":"article","venue":"Evidence-Based Nursing","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Laurentian University","funders":"","keywords":"Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001928717,0.0002191635,0.0002251702,0.0003886002,0.001119828,0.0001255425,0.0005890028,0.00003634816,0.002728433],"category_scores_gemma":[0.0004572472,0.0002456814,0.0001497211,0.001239592,0.0002320917,0.0004518131,0.00008026132,0.0004796669,0.001048026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001227222,"about_ca_system_score_gemma":0.0002077993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007380291,"about_ca_topic_score_gemma":0.000003519808,"domain_scores_codex":[0.996317,0.001097488,0.0003130089,0.0005342514,0.001149166,0.000589086],"domain_scores_gemma":[0.9983115,0.0006271632,0.0001939922,0.0006460196,0.00005979718,0.0001615181],"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":[0.003039652,0.001808713,0.03560629,0.0001678964,0.0000862278,0.0007470419,0.01951454,0.05471968,0.269418,0.001593656,0.37593,0.2373683],"study_design_scores_gemma":[0.007729686,0.005049796,0.1154117,0.01588099,0.0008621038,0.0004499678,0.02761878,0.06197392,0.08733352,0.009254494,0.6626939,0.005741112],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750188,0.007476722,0.0005716409,0.008590763,0.001090879,0.0005063652,0.00005656823,0.0009537119,0.005734547],"genre_scores_gemma":[0.9972348,0.000002973047,0.0009375581,0.0008039057,0.0002609401,0.00008890175,0.00001349384,0.0001136846,0.0005436958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2867639,"threshold_uncertainty_score":0.9999995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.060918493886908,"score_gpt":0.3136968726629201,"score_spread":0.2527783787760121,"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."}}