{"id":"W2943596749","doi":"10.1007/s41669-019-0137-0","title":"The Costs of Industry-Sponsored Medical Device Clinical Trials in Alberta","year":2019,"lang":"en","type":"article","venue":"PharmacoEconomics - Open","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta; Alberta Health Services","keywords":"Clinical trial; Business; Medical device; Medicine; Internal medicine; Biomedical engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02498549,0.0005530408,0.0007693931,0.003709755,0.001265386,0.004168261,0.001725467,0.0009834981,0.002777511],"category_scores_gemma":[0.07340585,0.0004909963,0.001059735,0.006348092,0.00169586,0.0008590856,0.001785487,0.001125306,0.0002055026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05886349,"about_ca_system_score_gemma":0.06608564,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6615502,"about_ca_topic_score_gemma":0.7933384,"domain_scores_codex":[0.9515853,0.02463356,0.004151862,0.001465621,0.01474621,0.003417469],"domain_scores_gemma":[0.9027751,0.04858124,0.02291874,0.002533155,0.01497639,0.008215361],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006823232,0.0005604083,0.6144612,0.004457023,0.003731529,0.001076635,0.001164484,0.02057523,0.0008687495,0.01737208,0.04697762,0.2819318],"study_design_scores_gemma":[0.002256416,0.00171431,0.8905884,0.003178479,0.00197913,0.001087119,0.001854955,0.01105958,0.0007170321,0.003953914,0.08139629,0.0002143563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6372104,0.1495871,0.01008438,0.03221433,0.001075496,0.006158891,0.04760945,0.0004456085,0.1156145],"genre_scores_gemma":[0.9583924,0.01611896,0.00558323,0.003548592,0.000523639,0.001083564,0.009965588,0.00004076505,0.004743316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9750145,"threshold_uncertainty_score":0.6808859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6781917796155964,"score_gpt":0.6814709660396648,"score_spread":0.003279186424068437,"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."}}