{"id":"W3132414758","doi":"10.1097/jfn.0000000000000322","title":"2020: The Year That Was","year":2021,"lang":"en","type":"article","venue":"Journal of Forensic Nursing","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Forensic nursing; Psychology; Medical education; Medicine; Nursing; Library science; Poison control; Medical emergency; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006593653,0.0001371431,0.0002356398,0.00008462187,0.0002871609,0.0002021655,0.0002242452,0.00008439089,0.0001629475],"category_scores_gemma":[0.0003975751,0.0001003582,0.0001987609,0.0003122484,0.0002165824,0.0004216044,0.000004135379,0.0006077348,0.00003106534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002215174,"about_ca_system_score_gemma":0.0002208377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000643613,"about_ca_topic_score_gemma":0.000008210952,"domain_scores_codex":[0.9983937,0.0002660857,0.0003587133,0.0001461604,0.0005248864,0.0003104569],"domain_scores_gemma":[0.9983721,0.0003826361,0.0004624069,0.0003018795,0.0003632368,0.0001177063],"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":[0.0007917094,0.000583239,0.005037125,0.00005338317,0.0001585487,0.000140998,0.03768242,0.00005839243,0.005172121,0.002029489,0.6586065,0.2896861],"study_design_scores_gemma":[0.004030487,0.001005754,0.08828636,0.005014707,0.001872948,0.01670472,0.2343762,0.0001682043,0.1522432,0.07792082,0.4173616,0.001015072],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5488905,0.008868524,0.0006462342,0.3803112,0.04184265,0.0001724607,0.000002468867,0.00005059953,0.01921541],"genre_scores_gemma":[0.9901606,0.00004603451,0.003959652,0.001775122,0.003172234,5.119752e-7,0.000003036478,0.00003731843,0.000845452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4412701,"threshold_uncertainty_score":0.4092489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03532321425931288,"score_gpt":0.3209664664769921,"score_spread":0.2856432522176792,"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."}}