{"id":"W3007907277","doi":"10.1101/2020.02.19.947853","title":"Development of a knowledge translation platform for ataxia: Impact on readers and volunteer contributors","year":2020,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; McMaster University","funders":"","keywords":"Knowledge translation; Respondent; Medical education; Psychology; Data collection; Likert scale; Computer science; Knowledge management; Medicine; Political science; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.0898931,0.0008994023,0.0008578983,0.002642274,0.00397975,0.008269696,0.001949112,0.002366055,0.01223477],"category_scores_gemma":[0.2210785,0.0006696283,0.001273201,0.001788686,0.002678071,0.008768124,0.01193817,0.002812653,0.00429526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003165317,"about_ca_system_score_gemma":0.01363734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001159917,"about_ca_topic_score_gemma":0.001667916,"domain_scores_codex":[0.9357368,0.04952662,0.003397521,0.002196748,0.006823671,0.002318628],"domain_scores_gemma":[0.7231966,0.173374,0.01230501,0.02327554,0.04435089,0.02349795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00127379,0.007501658,0.04780852,0.003381462,0.00007527816,0.002288771,0.2752994,0.0005179983,0.006123404,0.002133088,0.03039598,0.6232007],"study_design_scores_gemma":[0.002007816,0.01933083,0.141879,0.00998604,0.0007485584,0.00305994,0.4930795,0.01198104,0.02070354,0.01532961,0.2808807,0.001013403],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9001133,0.0004672735,0.0409083,0.01565048,0.0008861814,0.01061273,0.0007107689,0.003751582,0.02689933],"genre_scores_gemma":[0.8071235,0.0008132021,0.1615806,0.004248709,0.0004160542,0.0152308,0.0009491523,0.0006919132,0.008946072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0898931,"threshold_uncertainty_score":0.4754058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02897556129153587,"score_gpt":0.2575448306242488,"score_spread":0.2285692693327129,"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."}}