{"id":"W2425910269","doi":"10.1136/ebn.8.4.103","title":"Letter","year":2005,"lang":"en","type":"letter","venue":"Evidence-Based Nursing","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Élisabeth Bruyère Hospital; University of Ottawa","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001137848,0.001175423,0.0009867736,0.001167314,0.0003442472,0.0005012196,0.001345105,0.001750818,0.002525644],"category_scores_gemma":[0.0005136214,0.001218056,0.0006767671,0.0008848694,0.0007023111,0.001147249,0.00004273774,0.005382362,0.02986945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003094687,"about_ca_system_score_gemma":0.0007044763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004795562,"about_ca_topic_score_gemma":0.000004130839,"domain_scores_codex":[0.9922838,0.001147216,0.000891785,0.001617525,0.002202424,0.001857289],"domain_scores_gemma":[0.9954961,0.001342937,0.0006994378,0.002000188,0.0002711205,0.0001902065],"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":[0.00005777792,0.00005445258,0.00005242239,0.0001686876,0.00003873581,0.0008387572,0.0001053631,0.0001654622,0.0005341934,0.000002922373,0.9720904,0.02589081],"study_design_scores_gemma":[0.0004407936,0.00009875276,0.0001629752,0.02347099,0.0003541165,0.00005488033,0.00000463992,0.0003166201,0.001561588,0.0001013346,0.9720702,0.001363136],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000129188,0.005491179,0.00107212,0.9842374,0.002984382,0.0007775862,0.00009028045,0.001075025,0.004142864],"genre_scores_gemma":[0.001705494,0.00001740422,0.003526519,0.9260948,0.06313335,0.00008884088,0.0003689705,0.0007822781,0.004282332],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06014897,"threshold_uncertainty_score":0.9995451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06729447784565172,"score_gpt":0.3185265117335234,"score_spread":0.2512320338878716,"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."}}