{"id":"W3150860698","doi":"10.1136/bmjebm-2020-111652","title":"Completeness of reporting for systematic reviews of point-of-care ultrasound: a meta-research study","year":2021,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; McMaster University; Queen's University; University of British Columbia; University of Ottawa","funders":"","keywords":"Checklist; Systematic review; Medicine; Cochrane Library; MEDLINE; Meta-analysis; Subgroup analysis; Publication bias; Medical physics; Pathology; Psychology","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":["metaresearch"],"category_scores_codex":[0.4503956,0.00350956,0.02345599,0.02560574,0.003205115,0.01057044,0.006226743,0.00604798,0.00684195],"category_scores_gemma":[0.7356257,0.00535228,0.05894275,0.02803746,0.00504277,0.01217174,0.008410189,0.004880577,0.001060175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01276816,"about_ca_system_score_gemma":0.02572804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003599154,"about_ca_topic_score_gemma":0.006471992,"domain_scores_codex":[0.3731791,0.3199559,0.2258417,0.02299922,0.05540752,0.002616623],"domain_scores_gemma":[0.264257,0.5013101,0.1340776,0.0448449,0.05366514,0.001845168],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.001876107,0.00009384803,0.015286,0.7251047,0.2118805,0.0002151239,0.001361159,0.0007775647,0.0003495491,0.002160719,0.00629114,0.0346035],"study_design_scores_gemma":[0.005075561,0.0009252668,0.02663282,0.4514366,0.4839557,0.0008610829,0.0008544173,0.002527963,0.001107403,0.007718402,0.0183586,0.0005461756],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02350486,0.7564083,0.08841067,0.008265713,0.004958352,0.09413768,0.01972698,0.0009611974,0.003626231],"genre_scores_gemma":[0.2825598,0.1883014,0.1664959,0.005311754,0.001612014,0.3440987,0.01009133,0.0005791532,0.0009499988],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5496044,"threshold_uncertainty_score":0.6777601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6497725731400538,"score_gpt":0.5765663789344181,"score_spread":0.07320619420563568,"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."}}