{"id":"W4252860821","doi":"10.1097/jdn.0b013e31819e9b4c","title":"Research Highlights","year":2009,"lang":"en","type":"article","venue":"Journal of the Dermatology Nurses’ Association","topic":"Medicine and Dermatology Studies History","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Research centre; Library science; Health science; Medicine; Media studies; Sociology; Family medicine; Medical education; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00720082,0.0006475464,0.0007449253,0.001558315,0.002356732,0.006379253,0.002782589,0.005403747,0.1284612],"category_scores_gemma":[0.02577458,0.0003080763,0.0007254529,0.001813546,0.001633708,0.004102962,0.002368805,0.005778799,0.04595869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005766345,"about_ca_system_score_gemma":0.01789993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01129321,"about_ca_topic_score_gemma":0.02060385,"domain_scores_codex":[0.9945797,0.001515933,0.0003081156,0.0007419258,0.002074062,0.00078036],"domain_scores_gemma":[0.9660145,0.006768829,0.001428667,0.001562666,0.01653768,0.007687645],"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":[0.0000388195,0.0000173253,0.0003482206,0.0004682448,0.000009561534,0.0001675031,0.0001031116,0.0000159352,0.00006775396,0.003854557,0.9453517,0.04955719],"study_design_scores_gemma":[0.0000152438,0.00001835858,0.0005043293,0.0009938639,0.00001179928,0.0005703045,0.0004646726,0.00001089856,0.00009211808,0.001575918,0.995736,0.000006342439],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.000941655,0.0757065,0.0008001017,0.7102778,0.1090625,0.0001266454,0.001839966,0.0001528307,0.101092],"genre_scores_gemma":[0.0300322,0.2301079,0.002478521,0.3589147,0.1603226,0.0004012535,0.003868032,0.0003042427,0.2135705],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1284612,"threshold_uncertainty_score":0.4297454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02261985265347004,"score_gpt":0.3506143651277604,"score_spread":0.3279945124742903,"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."}}