{"id":"W4405751595","doi":"10.29173/hsi433","title":"Making Innovation Meaningful: Dr. Paul Gratzer on Elevating Research for Clinical Translation through Academia &amp; Entrepreneurship (Q&amp;A with Dr. Paul Gratzer)","year":2021,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Entrepreneurship; Translation (biology); Sociology; Management; Political science; Economics; Chemistry; Law; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0163944,0.001204495,0.0008792828,0.001573409,0.005028552,0.01159898,0.001696957,0.01250448,0.02594312],"category_scores_gemma":[0.0496057,0.0005790162,0.0008467771,0.0009450701,0.005726822,0.008403054,0.007091122,0.02329834,0.01921394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003554616,"about_ca_system_score_gemma":0.01384168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00567395,"about_ca_topic_score_gemma":0.01537254,"domain_scores_codex":[0.9858819,0.004795511,0.0006324086,0.001698093,0.005757948,0.001234136],"domain_scores_gemma":[0.9493933,0.01367697,0.001871808,0.001352038,0.01082364,0.02288217],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001184499,0.00001706739,0.0001366388,0.00006085986,0.00000486583,0.00007450948,0.0003353523,0.0000153398,0.0001012563,0.001990198,0.9834486,0.01380356],"study_design_scores_gemma":[0.00002351708,0.00003262306,0.0002680396,0.0003715946,0.000009888873,0.000370243,0.001082925,0.00007905455,0.0003402466,0.006153698,0.9912297,0.00003851245],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.000186057,0.01330977,0.0007610627,0.9434145,0.03639235,0.00003542115,0.00003228403,0.0001266214,0.005741883],"genre_scores_gemma":[0.007359999,0.03519297,0.003943555,0.8049695,0.04390144,0.0001254947,0.00007410868,0.0003130008,0.1041198],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9836056,"threshold_uncertainty_score":0.08678842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8943272859065298,"score_gpt":0.6812104730522387,"score_spread":0.2131168128542911,"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."}}