{"id":"W2344156328","doi":"10.1177/159101990200800101","title":"Patients, Physicians and Industry","year":2002,"lang":"en","type":"article","venue":"Interventional Neuroradiology","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004160328,0.00005395147,0.0001088181,0.00004975444,0.00003072764,0.000003985098,0.00002619829,0.0001966,0.0006556935],"category_scores_gemma":[0.00003700566,0.0000448049,0.0000622213,0.00005575738,0.0003640305,0.00002425778,0.00002344183,0.0003375538,0.00002007948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009267048,"about_ca_system_score_gemma":0.000003691949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002412307,"about_ca_topic_score_gemma":8.036939e-7,"domain_scores_codex":[0.9995021,0.00003620551,0.0001384628,0.0001367896,0.00009515484,0.00009126178],"domain_scores_gemma":[0.9997618,0.00002968546,0.00004030719,0.00006470823,0.00004685702,0.0000566054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001659939,0.003776176,0.443519,0.0003436522,0.0003248923,0.0001173649,0.000379538,0.000006212623,0.003248589,0.1014204,0.07556813,0.37113],"study_design_scores_gemma":[0.001133392,0.0008676366,0.9623514,0.00007449914,0.00002751003,0.0001248631,0.000007910234,0.001139854,0.00003997191,0.003292473,0.03087064,0.00006982141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802736,0.0002205345,0.00009728521,0.01741095,0.0003046544,0.0000816758,0.00000827112,0.00002397763,0.001579071],"genre_scores_gemma":[0.9965271,0.00001979273,0.00006808672,0.001783049,0.000138463,0.000003576605,0.00002884337,0.000006116379,0.001424945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5188324,"threshold_uncertainty_score":0.7179384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03090652483688773,"score_gpt":0.2847189029947642,"score_spread":0.2538123781578765,"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."}}