{"id":"W2978442476","doi":"","title":"Canada’s data plan: we need a data strategy that supports our values and encourages innovation","year":2019,"lang":"en","type":"article","venue":"","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Plan (archaeology); Business; Big data; Data science; Computer science; Knowledge management; Public relations; Political science; Geography; Data mining","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0979721,0.001396244,0.001419444,0.008815295,0.01825991,0.03287884,0.01101259,0.01441785,0.02759738],"category_scores_gemma":[0.2360779,0.001718561,0.00257323,0.01157479,0.01252378,0.01436231,0.01202639,0.0207471,0.008302988],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1219972,"about_ca_system_score_gemma":0.713533,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9749116,"about_ca_topic_score_gemma":0.9704912,"domain_scores_codex":[0.9023938,0.01500326,0.005701272,0.004551959,0.05906896,0.01328079],"domain_scores_gemma":[0.4743071,0.07331726,0.01086671,0.03477341,0.3047942,0.1019414],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006033739,0.0001708242,0.006567488,0.0002027688,0.00006221347,0.0001037731,0.001450991,0.0004445101,0.0003431149,0.06253414,0.8920701,0.03598969],"study_design_scores_gemma":[0.0001211557,0.00005744777,0.01213344,0.0006317599,0.00006393599,0.00006932651,0.003617432,0.00131212,0.0006578576,0.01968878,0.9613833,0.0002634819],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003415689,0.0009473396,0.01172343,0.9275794,0.004400708,0.0009823686,0.01075259,0.001400717,0.03879781],"genre_scores_gemma":[0.07113886,0.002343345,0.1701689,0.5695311,0.002680121,0.00209149,0.0257621,0.001716752,0.1545674],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9020279,"threshold_uncertainty_score":0.8851556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4685738991880469,"score_gpt":0.4771609300120639,"score_spread":0.008587030824017017,"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."}}