{"id":"W6958216171","doi":"10.6084/m9.figshare.22705899.v1","title":"Additional file 3 of Implementation of electronic prospective surveillance models in cancer care: a scoping review","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Saint John Regional Hospital; University of Toronto; University Health Network; University of British Columbia; Princess Margaret Cancer Centre; McMaster University","funders":"","keywords":"Cancer; Data collection; Documentation; Information system; File format","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01149379,0.001323364,0.001951277,0.007417755,0.001003342,0.002443725,0.002128102,0.001669695,0.8764072],"category_scores_gemma":[0.1104818,0.000985196,0.00241151,0.01274078,0.0003737071,0.003258634,0.002062598,0.00121683,0.1081594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004104961,"about_ca_system_score_gemma":0.008744715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009895194,"about_ca_topic_score_gemma":0.01791712,"domain_scores_codex":[0.993955,0.002050407,0.002325051,0.0004552534,0.0008605748,0.0003537199],"domain_scores_gemma":[0.8661698,0.1038238,0.00943823,0.002950661,0.01609283,0.001524577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001032812,0.0001419563,0.001442821,0.06222194,0.0001558161,0.00005511635,0.000303425,0.0005278228,0.00007775625,0.001802111,0.9024875,0.02975102],"study_design_scores_gemma":[0.01181217,0.0005426428,0.02111489,0.05761245,0.0008550152,0.0001966715,0.0009485299,0.001149793,0.0006195816,0.007331114,0.8976217,0.000195532],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.000235634,0.0001256034,0.0004319454,0.0003721633,0.00006659971,0.00298306,0.9916471,0.0003052167,0.003832677],"genre_scores_gemma":[0.0130992,0.001863243,0.01937629,0.002233901,0.0003780076,0.1521661,0.7635203,0.001367287,0.04599566],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8764072,"threshold_uncertainty_score":0.1762902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1284872749914516,"score_gpt":0.5005137313134717,"score_spread":0.37202645632202,"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."}}