{"id":"W4251925756","doi":"10.1007/978-1-4939-7131-2_100970","title":"Regulatory Concerns","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007624561,0.0009222729,0.0007430639,0.00133456,0.004645904,0.01048766,0.002263701,0.014319,0.03245379],"category_scores_gemma":[0.01432135,0.0005414322,0.0006653189,0.0008727405,0.01367011,0.007829108,0.003997722,0.013786,0.01224443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006353935,"about_ca_system_score_gemma":0.006735104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005243259,"about_ca_topic_score_gemma":0.005828533,"domain_scores_codex":[0.9903401,0.003775774,0.0002589044,0.001550036,0.003305354,0.0007698118],"domain_scores_gemma":[0.9962763,0.002104586,0.0001463858,0.000435085,0.0008941942,0.0001433336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002719125,0.000007843482,0.00001416681,0.00002098556,0.000001431609,0.00002419182,0.0004221178,0.00005298612,0.00005141814,0.9615983,0.0318226,0.00598122],"study_design_scores_gemma":[0.000004137864,0.000004759324,0.00004290281,0.0001649921,0.00000440142,0.00006728646,0.000281349,0.0001097852,0.0001931434,0.302649,0.6964705,0.000007744502],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004258966,0.002786159,0.00331784,0.0280448,0.001423956,0.00003207252,0.00003249208,0.00003108483,0.9639058],"genre_scores_gemma":[0.04174839,0.002689959,0.001821909,0.07564981,0.002249978,0.0002032177,0.0000654398,0.0001119509,0.8754594],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03245379,"threshold_uncertainty_score":0.1085687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04981650982330865,"score_gpt":0.3082114161735792,"score_spread":0.2583949063502705,"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."}}