{"id":"W2339897053","doi":"10.3747/co.23.2789","title":"Identification of Performance Indicators across a Network of Clinical Cancer Programs","year":2016,"lang":"en","type":"article","venue":"Current Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Prostate cancer; Breast cancer; Colorectal cancer; Modalities; Medical physics; Lung cancer; Cancer; Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.1041188,0.0007797572,0.001025134,0.01576933,0.002751325,0.00583269,0.002616582,0.001328534,0.002839254],"category_scores_gemma":[0.206287,0.0006073242,0.0007953467,0.01459894,0.001455179,0.005306821,0.01010287,0.00116761,0.0003435459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01456134,"about_ca_system_score_gemma":0.02497973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0070935,"about_ca_topic_score_gemma":0.007602005,"domain_scores_codex":[0.9148749,0.04918393,0.009066538,0.005367398,0.01668206,0.004825186],"domain_scores_gemma":[0.8221028,0.08630615,0.03573396,0.006378666,0.03927658,0.01020178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001533596,0.001113849,0.6481227,0.004858234,0.0006996741,0.0006065728,0.04458667,0.00964961,0.003170694,0.006434567,0.005131919,0.274092],"study_design_scores_gemma":[0.0003852628,0.003414568,0.8488812,0.003067561,0.0005379059,0.0004982922,0.06934641,0.03875244,0.003417031,0.009559986,0.02189528,0.0002441372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9258916,0.001638045,0.04096223,0.004318364,0.00006035443,0.007789102,0.001435236,0.0002413068,0.01766387],"genre_scores_gemma":[0.9497582,0.0006265009,0.04188,0.0001940132,0.00002884464,0.005956678,0.001067232,0.00003096313,0.0004575104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1041188,"threshold_uncertainty_score":0.5506394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3277625404961647,"score_gpt":0.5539407761629507,"score_spread":0.226178235666786,"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."}}