{"id":"W2124334726","doi":"10.1186/gm22","title":"Commercialization, patenting and genomics: researcher perspectives","year":2009,"lang":"en","type":"article","venue":"Genome Medicine","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics; University of Alberta","funders":"","keywords":"Commercialization; Parallels; Enforcement; Genomics; Engineering ethics; Political science; Public relations; Biotechnology; Genome; Biology; Engineering; Law; Genetics","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":[0.0006512771,0.00009456608,0.0002224924,0.0001532303,0.0001283792,0.000009556779,0.00004859666,0.0001126242,0.0002972099],"category_scores_gemma":[0.0001598735,0.00006608161,0.00002357947,0.0002384775,0.000872341,0.00003373164,0.00002444351,0.0002312184,0.000007760243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006593642,"about_ca_system_score_gemma":0.00005900265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004007156,"about_ca_topic_score_gemma":0.00000295375,"domain_scores_codex":[0.9990124,0.00003893321,0.0002169851,0.0002176131,0.000315811,0.0001982574],"domain_scores_gemma":[0.9993547,0.00002706522,0.00005023984,0.0001609614,0.0001986317,0.0002084086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005268272,0.0005474587,0.006850118,0.0004346683,0.0002455374,0.0001477861,0.07090716,0.000008670238,0.3838112,0.1014209,0.004824958,0.4302747],"study_design_scores_gemma":[0.003527009,0.001244444,0.8850238,0.0002329757,0.0001242972,0.0001157714,0.006601849,0.001047447,0.0001516518,0.0187839,0.08293525,0.0002115584],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4119648,0.02245446,0.006665767,0.541416,0.0001915051,0.0008220777,0.000005031361,0.0001460728,0.01633425],"genre_scores_gemma":[0.9936358,0.001578715,0.0006064535,0.002321223,0.0007345466,0.000002191015,0.00005970988,0.00001122716,0.001050105],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8781737,"threshold_uncertainty_score":0.325424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05575754101693784,"score_gpt":0.3471015840559433,"score_spread":0.2913440430390055,"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."}}