{"id":"W7028468198","doi":"","title":"Evaluating and Optimising the Retrieval of Research Evidence
\\nfor Systematic Reviews of Adverse Drug Effects and Adverse Drug Reactions
\\n","year":2013,"lang":"en","type":"dissertation","venue":"White Rose eTheses Online (University of Leeds, The University of Sheffield, University of York)","topic":"Optical Polarization and Ellipsometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cochrane","funders":"Medical Research Council; University of Alberta","keywords":"Adverse effect; Systematic review; MEDLINE; Clinical trial; Dysgeusia","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"category_scores_codex":[0.6847396,0.004797434,0.0130387,0.04009559,0.00358512,0.02740603,0.008160886,0.007896944,0.01548996],"category_scores_gemma":[0.8541123,0.006491943,0.01498205,0.03058632,0.007139344,0.028922,0.01613803,0.005797445,0.00771393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02855536,"about_ca_system_score_gemma":0.08568591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007752609,"about_ca_topic_score_gemma":0.01869322,"domain_scores_codex":[0.1290126,0.6540688,0.15245,0.006942895,0.05526602,0.002259724],"domain_scores_gemma":[0.05327493,0.7332281,0.09789066,0.02914555,0.08478209,0.001678666],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001368587,0.0001654077,0.003320496,0.3764031,0.006073647,0.000204193,0.006018189,0.00176034,0.001556551,0.00953804,0.03380433,0.5597872],"study_design_scores_gemma":[0.002899136,0.001251124,0.006687481,0.7777234,0.01547804,0.0004006262,0.0052562,0.003530125,0.004438219,0.02225047,0.1593164,0.0007687962],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01497207,0.5707365,0.1357659,0.1196981,0.01249057,0.1098557,0.005860277,0.002456994,0.02816379],"genre_scores_gemma":[0.05228001,0.2559693,0.6061168,0.0138651,0.003273529,0.06064944,0.002868211,0.0008171537,0.004160566],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3152604,"threshold_uncertainty_score":0.3887722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05560614468927112,"score_gpt":0.2999167561443062,"score_spread":0.2443106114550351,"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."}}