{"id":"W1997575548","doi":"10.4212/cjhp.v63i3.921","title":"Practice Spotlight: Health Outcomes Analyst in Oncology","year":2010,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba","funders":"","keywords":"Medicine; Family medicine; Oncology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01299937,0.0006397631,0.0005775972,0.00305793,0.001911083,0.006901678,0.002322999,0.008836453,0.1024313],"category_scores_gemma":[0.04612432,0.0005450077,0.0004026949,0.003543644,0.001926666,0.005944239,0.004157732,0.007433778,0.03111893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005800414,"about_ca_system_score_gemma":0.01840522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009926544,"about_ca_topic_score_gemma":0.01913339,"domain_scores_codex":[0.9903257,0.002673556,0.0007883186,0.0007280431,0.004468752,0.001015718],"domain_scores_gemma":[0.9230068,0.0136445,0.003207765,0.003374253,0.02813119,0.02863549],"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":[0.00001587287,0.0000304289,0.0004676055,0.00005571123,0.000001481391,0.0001164615,0.00007480162,0.00003185858,0.00008125464,0.003749014,0.9412194,0.0541559],"study_design_scores_gemma":[0.00004541733,0.00003781029,0.001976716,0.0001308093,0.000002919404,0.0002399287,0.0002466277,0.0002536782,0.0001041787,0.00418355,0.9927641,0.00001421813],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001483464,0.004661452,0.006532663,0.7805761,0.0228445,0.0004600391,0.0008241478,0.001638412,0.1809793],"genre_scores_gemma":[0.03564589,0.01564583,0.02549443,0.2622681,0.06653243,0.001150371,0.001990082,0.001398776,0.589874],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1024313,"threshold_uncertainty_score":0.3426668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02133503943821365,"score_gpt":0.3724700443070954,"score_spread":0.3511350048688818,"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."}}