{"id":"W6958576022","doi":"10.6084/m9.figshare.22705893.v1","title":"Additional file 1 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":"Documentation; Systematic review; Cancer; Information system; Data collection","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":[0.01134763,0.001386063,0.002276566,0.008318303,0.0009241835,0.002570376,0.002191371,0.001798277,0.8495167],"category_scores_gemma":[0.1180836,0.001232891,0.003013506,0.01263665,0.0004075729,0.003349736,0.002229608,0.001363867,0.09408034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003205515,"about_ca_system_score_gemma":0.008390774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007624619,"about_ca_topic_score_gemma":0.01572573,"domain_scores_codex":[0.9935823,0.001740675,0.002873397,0.0005939907,0.000904908,0.0003047842],"domain_scores_gemma":[0.8409236,0.1231027,0.01313724,0.00357188,0.0178971,0.001367521],"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":[0.001002093,0.0001066908,0.001697401,0.08360215,0.0002839752,0.00006629725,0.0001899106,0.000485256,0.0001108079,0.001693756,0.8847836,0.02597799],"study_design_scores_gemma":[0.01695505,0.0005085142,0.02193073,0.0725948,0.001703805,0.00033932,0.0006352671,0.001414031,0.0007944943,0.01117797,0.8716704,0.0002756006],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.0001681046,0.0001356759,0.0004843063,0.0002750776,0.00004640059,0.001941803,0.995012,0.0002633756,0.001673291],"genre_scores_gemma":[0.008633931,0.001975745,0.02761164,0.002372962,0.0003582484,0.1049934,0.8327234,0.001232758,0.02009783],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8495167,"threshold_uncertainty_score":0.2146462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1309144839676029,"score_gpt":0.5012324592381235,"score_spread":0.3703179752705206,"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."}}