{"id":"W2012043301","doi":"10.1136/bmj.323.7313.591a","title":"University accused of violating academic freedom to safeguard funding from drug companies","year":2001,"lang":"en","type":"article","venue":"BMJ","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Safeguard; Drug; Computer science; Medicine; Business; Political science; Law; Pharmacology","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":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01430166,0.0005621877,0.001140955,0.001834371,0.02502102,0.01271878,0.001735813,0.04167293,0.01405414],"category_scores_gemma":[0.06758375,0.001180904,0.001421186,0.001946516,0.01394063,0.004831583,0.006609958,0.03116715,0.004352907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01340373,"about_ca_system_score_gemma":0.02278786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06923806,"about_ca_topic_score_gemma":0.06789748,"domain_scores_codex":[0.9748383,0.007033781,0.001196666,0.001218045,0.008953153,0.006760173],"domain_scores_gemma":[0.9562861,0.01790075,0.003920548,0.002495596,0.007403293,0.01199375],"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":[0.0001967803,0.00007477996,0.003920808,0.00008521436,0.0000693949,0.00182527,0.006977994,0.00008259693,0.0005650879,0.06773978,0.8930186,0.02544366],"study_design_scores_gemma":[0.00005389914,0.00007516528,0.002844897,0.0001869761,0.00004494736,0.0009701498,0.004753719,0.00009150725,0.001035892,0.004484022,0.9853699,0.00008895479],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01257142,0.006325336,0.0003381908,0.9304509,0.006507724,0.0000275549,0.00007990828,0.0001327793,0.04356628],"genre_scores_gemma":[0.1448792,0.005717756,0.0005488064,0.7282097,0.004745795,0.00005412626,0.0001160909,0.0001172637,0.1156111],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9856983,"threshold_uncertainty_score":0.1376701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1988174249583602,"score_gpt":0.4393639577471428,"score_spread":0.2405465327887825,"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."}}