{"id":"W2617959162","doi":"10.15173/m.v1i25.848","title":"Optimal Screening Approaches - Coordinating Optimal Screening Programs in Canada: A Multifacted Approach","year":2014,"lang":"en","type":"article","venue":"The Meducator","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01611932,0.0003189672,0.001012707,0.0002527854,0.0003746612,0.0001608011,0.0007008491,0.0001220873,0.00008932687],"category_scores_gemma":[0.002887975,0.0003243091,0.0001130006,0.0004323448,0.0001165864,0.0003793189,0.00013651,0.0005063048,0.00009323905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009431376,"about_ca_system_score_gemma":0.0007607075,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5585168,"about_ca_topic_score_gemma":0.1053808,"domain_scores_codex":[0.9948086,0.0006382825,0.002755526,0.0007404042,0.000185155,0.0008719959],"domain_scores_gemma":[0.9964747,0.001045988,0.001471721,0.0006834906,0.00004475992,0.0002793528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001204512,0.000756483,0.7701813,0.001011575,0.0004440617,0.000003417681,0.0345422,0.10028,0.000008083824,0.04890447,0.008478913,0.03526908],"study_design_scores_gemma":[0.00151613,0.00006867346,0.1159911,0.0001678646,0.0000167276,0.00001927773,0.03761827,0.8295903,0.00001241667,0.0002035837,0.01398,0.0008156565],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9212427,0.000647524,0.06120224,0.0128304,0.000390997,0.001281371,0.00004327805,0.0000720403,0.002289421],"genre_scores_gemma":[0.8936056,0.000003384831,0.103651,0.001540393,0.0004321238,0.0003952918,0.00007173569,0.00006033478,0.0002401395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7293104,"threshold_uncertainty_score":0.9999209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4532128141917293,"score_gpt":0.3603405603368388,"score_spread":0.09287225385489051,"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."}}