{"id":"W3198349879","doi":"","title":"What is Holding Back Alberta's Precision Health Innovation and Commercialization EcoSystem","year":2020,"lang":"en","type":"article","venue":"","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Divestment; Commercialization; Frontier; Investment (military); Business; Health care; Disinvestment; Resource (disambiguation); Venture capital; Natural resource economics; Economics; Economic growth; Finance; Marketing; Market economy; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008681518,0.00007977968,0.0001032524,0.00005841487,0.00003151956,0.0000769322,0.00004029476,0.00005633984,0.0001299293],"category_scores_gemma":[0.00001716755,0.00007489424,0.00000915001,0.000435221,0.000004691621,0.0003238175,0.00001357129,0.00006320985,0.00006010316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003786418,"about_ca_system_score_gemma":0.000009351091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002356672,"about_ca_topic_score_gemma":0.00001409536,"domain_scores_codex":[0.9994726,0.000008692182,0.0002105826,0.0001118483,0.00008737113,0.0001088953],"domain_scores_gemma":[0.9997796,0.00002603839,0.00002079521,0.00006272699,0.00002408632,0.00008671985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001815652,0.00006321091,0.00125156,0.006356693,0.00008836369,5.344784e-7,0.02042399,0.01006414,0.01103308,0.009923662,0.3823179,0.5584587],"study_design_scores_gemma":[0.0003787397,0.00007951694,0.001688642,0.0003778973,0.000005771889,0.000003636938,0.0005261533,0.7993999,0.003394493,0.0001670078,0.1936843,0.0002938997],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6484745,0.0020564,0.2707014,0.07069257,0.003886513,0.0006916511,0.00001080135,0.0007781526,0.002707935],"genre_scores_gemma":[0.9959787,0.0006406663,0.0008946208,0.002118588,0.0001748435,0.000005630089,0.0000537507,0.00001978761,0.0001134401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7893357,"threshold_uncertainty_score":0.3054098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02439767141439366,"score_gpt":0.248009591952876,"score_spread":0.2236119205384824,"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."}}