{"id":"W3106946610","doi":"10.1002/cl2.1125","title":"Guidance for producing a Campbell evidence and gap map","year":2020,"lang":"en","type":"article","venue":"Campbell Systematic Reviews","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":237,"is_retracted":false,"has_abstract":true,"ca_institutions":"Campbell Scientific (Canada); Bruyère; McGill University","funders":"","keywords":"Psychology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01320434,0.0002114638,0.001087788,0.00006023886,0.0008085389,0.00004249099,0.0004025797,0.000101354,0.0001311676],"category_scores_gemma":[0.03560016,0.0001383017,0.0001009756,0.0004527459,0.00006689086,0.000314513,0.0001026236,0.0003248828,0.001606188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001639142,"about_ca_system_score_gemma":0.000683451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000842732,"about_ca_topic_score_gemma":0.00003704219,"domain_scores_codex":[0.9936701,0.002602014,0.001923699,0.0006250369,0.0004011306,0.0007779941],"domain_scores_gemma":[0.9941869,0.003189266,0.0009711286,0.0006071258,0.0003432628,0.0007022719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001404556,0.00001402886,0.002858361,0.7873954,0.000007112812,6.909136e-7,0.01702026,8.78068e-7,0.0004369218,0.0002814561,0.1914447,0.0005261673],"study_design_scores_gemma":[0.0007998193,0.0005557955,0.001156081,0.2713025,0.0001258259,0.000009888077,0.009701923,0.005382337,0.00006916581,0.000607356,0.709592,0.0006972293],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03972495,0.5937971,0.05068091,0.08389273,0.006079206,0.2215364,0.00004083939,0.000374449,0.003873463],"genre_scores_gemma":[0.5547789,0.0814651,0.08142249,0.07262062,0.01563349,0.1505295,0.0000730655,0.0003559346,0.04312089],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5181474,"threshold_uncertainty_score":0.9991712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6249013113983265,"score_gpt":0.5522265316262569,"score_spread":0.0726747797720696,"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."}}