{"id":"W6920837852","doi":"10.6084/m9.figshare.22705902","title":"Additional file 4 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; Interoperability","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":[0.01140155,0.001402267,0.002061295,0.007783622,0.0009506209,0.002284067,0.002115037,0.001645172,0.8486709],"category_scores_gemma":[0.1137165,0.001007072,0.002921452,0.01301596,0.0003899706,0.003147909,0.001980838,0.001270132,0.08280221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004121905,"about_ca_system_score_gemma":0.008204373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01016176,"about_ca_topic_score_gemma":0.01779159,"domain_scores_codex":[0.9932323,0.002142641,0.002734781,0.0005005227,0.001006427,0.0003833945],"domain_scores_gemma":[0.8626221,0.1071327,0.01062642,0.003089227,0.01517901,0.001350472],"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":[0.001443835,0.0001833571,0.002105764,0.09698749,0.0002738434,0.00006237048,0.0003574033,0.0006602381,0.0001023968,0.001967574,0.8598144,0.03604144],"study_design_scores_gemma":[0.01496724,0.0007604962,0.03263617,0.08132253,0.001458599,0.0002276909,0.001056939,0.001352578,0.0007977202,0.008314101,0.8568543,0.0002516471],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002576015,0.0001455965,0.000392677,0.000279198,0.00005595543,0.002906437,0.9929644,0.0002510735,0.002747199],"genre_scores_gemma":[0.01429751,0.002038375,0.01846079,0.001776646,0.0003225436,0.1628727,0.7642555,0.001072175,0.03490383],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8486709,"threshold_uncertainty_score":0.2158526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1294649128387432,"score_gpt":0.5010702077858171,"score_spread":0.3716052949470739,"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."}}