{"id":"W4241886676","doi":"10.1200/jop.2014.001484","title":"Surviving Surveys","year":2015,"lang":"en","type":"letter","venue":"Journal of Oncology Practice","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; MEDLINE; Data science; Family medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1012602,0.0008922856,0.001003941,0.002249942,0.004258601,0.005108301,0.00269078,0.006618088,0.03198918],"category_scores_gemma":[0.3533987,0.0007058699,0.001280798,0.00276222,0.00167414,0.005299833,0.00364839,0.007559513,0.03138183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002729385,"about_ca_system_score_gemma":0.00937007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005654377,"about_ca_topic_score_gemma":0.009313057,"domain_scores_codex":[0.9181901,0.04620658,0.01187921,0.00345369,0.016678,0.003592352],"domain_scores_gemma":[0.6572681,0.1226545,0.02359701,0.05848967,0.1211898,0.01680089],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007232842,0.00004798019,0.005565407,0.0001542149,0.00001114557,0.0001074108,0.0005571495,0.00005432566,0.0001039545,0.006186248,0.8923724,0.09476744],"study_design_scores_gemma":[0.0000509706,0.0001430969,0.006989422,0.0007017647,0.00001563622,0.0002871635,0.001677033,0.0006775314,0.0004170493,0.00561836,0.9833869,0.00003493216],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01142812,0.00359723,0.04689709,0.7868149,0.07109831,0.002221738,0.004362352,0.003129589,0.07045065],"genre_scores_gemma":[0.08330978,0.005614593,0.06022726,0.5800554,0.02460944,0.008554295,0.00743756,0.001313756,0.2288779],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8987398,"threshold_uncertainty_score":0.5355214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4449319988117565,"score_gpt":0.5483050404810408,"score_spread":0.1033730416692843,"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."}}