{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05712109,0.00146076,0.002142271,0.008165944,0.01199117,0.0155489,0.006854614,0.005022477,0.005936669],"category_scores_gemma":[0.0784777,0.001471089,0.001370726,0.008972093,0.006764635,0.005991179,0.01060849,0.004836042,0.0003284991],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2175444,"about_ca_system_score_gemma":0.5035585,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9169007,"about_ca_topic_score_gemma":0.952336,"domain_scores_codex":[0.9377815,0.03245763,0.003135054,0.003311784,0.01323384,0.01008013],"domain_scores_gemma":[0.9459385,0.01916802,0.002857643,0.001697693,0.02012588,0.01021228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003523352,0.0005747763,0.02661171,0.002381638,0.0007199952,0.001187494,0.01047933,0.2225413,0.001021475,0.3514122,0.0721381,0.3105796],"study_design_scores_gemma":[0.0005697827,0.0003912098,0.04998345,0.007525401,0.0007254196,0.0004352407,0.02648918,0.230736,0.001539303,0.4968073,0.1842008,0.0005969444],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06717449,0.02885657,0.2813649,0.4846939,0.0009650095,0.009192888,0.002084533,0.0008113213,0.1248564],"genre_scores_gemma":[0.7501177,0.009486187,0.2231286,0.008288366,0.000341208,0.001402731,0.0005656013,0.0001236392,0.006545844],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7824556,"threshold_uncertainty_score":0.9075376,"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."}}