{"id":"W1971358119","doi":"10.1200/jop.091073","title":"Seeking Serenity With Influence","year":2010,"lang":"en","type":"article","venue":"Journal of Oncology Practice","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; MEDLINE; World Wide Web; Computer science","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002104496,0.00007003135,0.000172931,0.0001033967,0.0004166311,0.000009561373,0.0001538924,0.0002081453,0.0006073129],"category_scores_gemma":[0.004314092,0.00004779446,0.000023178,0.0002176948,0.00005313048,0.0009609153,0.00003019249,0.002491776,0.0001470324],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001559057,"about_ca_system_score_gemma":0.006223371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000598691,"about_ca_topic_score_gemma":0.0004406349,"domain_scores_codex":[0.9982622,0.0007683759,0.0004866007,0.00007569799,0.0002417144,0.000165448],"domain_scores_gemma":[0.9933655,0.002290726,0.001527494,0.0001243051,0.002576108,0.0001158354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02978351,0.004117331,0.3978631,0.0002667666,0.0006840077,0.0006991362,0.07282912,0.0002001624,0.2222501,0.06404428,0.1563773,0.05088513],"study_design_scores_gemma":[0.001119386,0.0007194071,0.06985776,0.0000902835,0.0000744852,0.0005162259,0.01442004,0.00002358006,0.00009526436,0.0004068011,0.9125969,0.0000798312],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.911312,0.00001328014,0.0005556864,0.03949134,0.003183676,0.0001456576,8.274408e-7,0.00001080896,0.04528666],"genre_scores_gemma":[0.9692442,0.00001313488,0.01889071,0.009539701,0.0007163351,0.00001033946,7.782671e-7,0.000008758906,0.001576076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7562196,"threshold_uncertainty_score":0.9998095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03060758077925844,"score_gpt":0.5138576010239925,"score_spread":0.483250020244734,"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."}}