{"id":"W4380149702","doi":"10.1016/j.jval.2023.03.1164","title":"HPR17 PDCI's Biopharmaceutical Ecosystem Index: Where Does Canada Rank on Its Attractiveness for New Medicine Launch?","year":2023,"lang":"en","type":"article","venue":"Value in Health","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Attractiveness; Rank (graph theory); Index (typography); Biopharmaceutical; Comparator; Business; Marketing; Psychology; Computer science; Engineering; Biotechnology; Biology; Mathematics; World Wide Web","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":[],"consensus_categories":[],"category_scores_codex":[0.0033435,0.0003866656,0.0004448497,0.004103402,0.004362065,0.01090499,0.001108919,0.00122659,0.01724112],"category_scores_gemma":[0.01361575,0.0002147208,0.0004997732,0.005217207,0.00232114,0.002332222,0.002098278,0.002679609,0.002533126],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06357016,"about_ca_system_score_gemma":0.1333269,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9623194,"about_ca_topic_score_gemma":0.9877657,"domain_scores_codex":[0.9951283,0.0002381047,0.0000971531,0.0001213563,0.003087956,0.00132724],"domain_scores_gemma":[0.9723335,0.001106116,0.000976652,0.0001904615,0.01644488,0.008948315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003066504,0.0001043815,0.1436065,0.0002054646,0.00008852562,0.0001753284,0.0008221058,0.0003028142,0.0006306921,0.04092877,0.6788985,0.1339304],"study_design_scores_gemma":[0.00009564091,0.0001213642,0.2741755,0.000707288,0.0001246042,0.0001690445,0.008757651,0.001371986,0.00128393,0.006423558,0.7065706,0.0001988706],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1386059,0.009894133,0.001648159,0.2911315,0.002845969,0.0002488227,0.0198504,0.0005482974,0.5352268],"genre_scores_gemma":[0.8617561,0.007260035,0.004726629,0.02262126,0.0005670956,0.0001052232,0.007351364,0.0003054863,0.09530687],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9364299,"threshold_uncertainty_score":0.4612359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07971240240055555,"score_gpt":0.3611136865954009,"score_spread":0.2814012841948453,"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."}}