{"id":"W2889316837","doi":"10.1097/psn.0000000000000233","title":"2018 ISPAN Meeting Abstracts","year":2018,"lang":"en","type":"article","venue":"Plastic Surgical Nursing","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thornhill Medical (Canada)","funders":"","keywords":"Login; World Wide Web; Computer science; Logo (programming language); Register (sociolinguistics); Internet privacy; Personally identifiable information; Computer security","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":[0.006984464,0.0002013404,0.0007145844,0.0002313939,0.0003607322,0.0001171259,0.0002235279,0.0001680568,0.001047955],"category_scores_gemma":[0.00589447,0.0002493018,0.0001108463,0.0002092576,0.000276775,0.0003254618,0.00002823351,0.0001964969,0.0112915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005048076,"about_ca_system_score_gemma":0.0000694258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002645532,"about_ca_topic_score_gemma":0.0000279201,"domain_scores_codex":[0.9956058,0.0001633958,0.002893176,0.000582725,0.0001220329,0.0006328956],"domain_scores_gemma":[0.994637,0.003503596,0.001135438,0.0003458794,0.00006430504,0.0003138129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005607028,0.001981693,0.1215397,0.0009178728,0.0004788157,0.000108834,0.01797147,0.002916039,0.0001175149,0.4387738,0.4048301,0.009803535],"study_design_scores_gemma":[0.004150299,0.0006161241,0.1122164,0.002340793,0.00004737938,0.0002253948,0.002411809,0.05668532,0.0001802487,0.05810811,0.760967,0.002051176],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7638406,0.001089861,0.003475607,0.01466019,0.00638426,0.0003590321,0.00008727972,0.0002023608,0.2099008],"genre_scores_gemma":[0.9934727,0.00001666612,0.002500698,0.001216153,0.002235862,0.00001398082,0.00001513545,0.00003830878,0.0004905101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3806657,"threshold_uncertainty_score":0.9999959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2792327968401206,"score_gpt":0.4246862205418903,"score_spread":0.1454534237017697,"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."}}