{"id":"W2140862484","doi":"10.1111/j.1752-8062.2009.00172.x","title":"Fostering Collaboration in Treatment and Discovery","year":2010,"lang":"en","type":"article","venue":"Clinical and Translational Science","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Health care; Officer; Institution; Medical education; Sociology; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004788253,0.00004280076,0.00007967511,0.00008221118,0.0001090617,0.0001335019,0.00004485833,0.00004535882,0.000005282588],"category_scores_gemma":[0.00006581147,0.00003208167,0.000009424036,0.0002780836,0.0003206655,0.000817529,0.00003680152,0.0000682208,0.000003358423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002142039,"about_ca_system_score_gemma":0.00004542268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003405577,"about_ca_topic_score_gemma":0.003885877,"domain_scores_codex":[0.9994581,0.000003238592,0.0001849655,0.0001890017,0.00006943457,0.00009529619],"domain_scores_gemma":[0.9998206,0.00005056485,0.00003337838,0.0000503827,0.00003302587,0.00001201992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007940756,0.00002866116,0.6000028,0.00001194133,8.457366e-7,0.000001295418,0.0000229352,0.000001079701,0.0007898224,0.1856205,0.000001727533,0.2135104],"study_design_scores_gemma":[0.0004691379,0.00001899723,0.9487612,0.00001114272,0.000002589681,0.000002087122,0.0000377893,0.002092794,0.00001383731,0.03241442,0.01611066,0.00006538926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915688,0.00003285234,0.00007400669,0.005858117,0.0002522038,0.0001055281,0.000001205522,0.00001462994,0.002092643],"genre_scores_gemma":[0.9993955,0.00001292999,0.0001979282,0.000179809,0.0001886831,0.000005666866,0.000001428402,0.000001692067,0.00001629559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3487583,"threshold_uncertainty_score":0.216841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06750835043859608,"score_gpt":0.3815051969416919,"score_spread":0.3139968465030958,"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."}}