{"id":"W2936460101","doi":"10.1097/mlr.0000000000001084","title":"A Decade in Review","year":2019,"lang":"en","type":"article","venue":"Medical Care","topic":"Cancer survivorship and care","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; University of Calgary","funders":"","keywords":"General partnership; Intervention (counseling); Medicine; Plan (archaeology); MEDLINE; Nursing; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001595467,0.00006714855,0.0002534666,0.00003539074,0.000005752908,0.000002056212,0.00007852961,0.00009312483,0.006104573],"category_scores_gemma":[0.0001893965,0.00005135996,0.00007159618,0.000198536,0.00001821461,0.00001546622,0.0000299296,0.0002667796,0.0003638565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007733724,"about_ca_system_score_gemma":0.0001951043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002199911,"about_ca_topic_score_gemma":0.001225592,"domain_scores_codex":[0.9989846,0.00002880187,0.0001516912,0.0001589783,0.000522685,0.0001532117],"domain_scores_gemma":[0.9995037,0.00003043308,0.00001477502,0.0002144806,0.00004806375,0.0001885091],"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":[0.0001049935,0.00008273583,0.5768363,0.01842777,0.00002417572,0.0007929095,0.004579119,1.408297e-7,0.0000604038,0.0003666691,0.02966027,0.3690645],"study_design_scores_gemma":[0.001863876,0.0002101082,0.0575851,0.01497576,0.00005373745,0.00007442335,0.001846144,0.00001380167,0.0001219481,0.00002102604,0.92305,0.0001840864],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.651971,0.232354,0.000009584298,0.01481359,0.0009581933,0.0007314828,0.000006017627,0.0000737122,0.09908243],"genre_scores_gemma":[0.9767705,0.004738802,0.000009935005,0.01752028,0.0001306135,0.00002495133,0.00003215753,0.00001067281,0.0007620836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8933897,"threshold_uncertainty_score":0.994804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01033859296170097,"score_gpt":0.3122949575944521,"score_spread":0.3019563646327512,"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."}}