{"id":"W2609646147","doi":"10.1080/17571472.2017.1317406","title":"Evaluating integrated models of care","year":2017,"lang":"en","type":"editorial","venue":"London Journal of Primary Care","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Computer science; Data science","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001169349,0.0003318894,0.00109185,0.0003789612,0.0006770306,0.0000326542,0.0008603339,0.001211192,0.0003160246],"category_scores_gemma":[0.002310038,0.0002612497,0.0003177667,0.0001595505,0.00007391434,0.0004778797,0.0001661169,0.003445678,0.00002404791],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00201682,"about_ca_system_score_gemma":0.03725854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001446317,"about_ca_topic_score_gemma":0.0001789386,"domain_scores_codex":[0.9948592,0.001111727,0.00176088,0.0002623583,0.001683526,0.0003223173],"domain_scores_gemma":[0.9742392,0.000958449,0.004973132,0.0005743593,0.0190959,0.0001589716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0013229,0.00003645258,0.00009804636,0.003440156,0.00009427669,0.00001089469,0.02134527,0.0001160305,0.0002953518,0.00007070401,0.9580315,0.0151384],"study_design_scores_gemma":[0.003542728,0.001199401,0.0001850364,0.0209175,0.0004463789,0.000003395763,0.06187186,0.00006658242,0.0001658499,0.000586852,0.9105479,0.0004665818],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.005953089,0.009727356,0.0001851257,0.0002232187,0.9605977,0.0006408423,0.0006005841,0.00001777646,0.02205432],"genre_scores_gemma":[0.03173297,0.001018099,0.005518984,0.0003423413,0.9465396,0.00007850777,0.003725197,0.0001593619,0.0108849],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04748368,"threshold_uncertainty_score":0.999984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05343404957806404,"score_gpt":0.469016058322509,"score_spread":0.415582008744445,"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."}}