{"id":"W1996073988","doi":"10.1177/0272989x10375853","title":"Presenting the Results of Cochrane Systematic Reviews to a Consumer Audience: A Qualitative Study","year":2010,"lang":"en","type":"article","venue":"Medical Decision Making","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":129,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cochrane; University of Ottawa; McMaster University","funders":"","keywords":"Systematic review; Medicine; Psychology; MEDLINE; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2199243,0.0009498219,0.002158811,0.005479069,0.009301063,0.00647993,0.003431065,0.005179233,0.003757084],"category_scores_gemma":[0.3884917,0.001677579,0.001604503,0.004802919,0.01024225,0.009922412,0.01168325,0.006520056,0.0009911153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01283501,"about_ca_system_score_gemma":0.01930095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003048313,"about_ca_topic_score_gemma":0.004198993,"domain_scores_codex":[0.7069222,0.251727,0.01316699,0.004982364,0.01789881,0.005302586],"domain_scores_gemma":[0.446697,0.4778021,0.01948756,0.00595661,0.04344279,0.0066139],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001275116,0.00009759458,0.001759759,0.003374123,0.00002657442,0.0006455941,0.9772295,0.00007619376,0.001509475,0.001020294,0.001001255,0.01313211],"study_design_scores_gemma":[0.0001095544,0.0005248798,0.002297899,0.006239614,0.00005660369,0.0008357724,0.9627714,0.0004604853,0.001429814,0.001367422,0.02378635,0.0001201006],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8842179,0.00721132,0.05465652,0.03043291,0.0006641532,0.01147836,0.001115571,0.0002772986,0.009945947],"genre_scores_gemma":[0.9051057,0.006867684,0.04896307,0.01176668,0.0002156077,0.02287182,0.0003681269,0.0003017332,0.003539686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7800757,"threshold_uncertainty_score":0.9619722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6511906448066801,"score_gpt":0.6268698211041657,"score_spread":0.02432082370251443,"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."}}