{"id":"W1492367679","doi":"10.1186/1472-6947-6-23","title":"A review of randomized controlled trials comparing the effectiveness of hand held computers with paper methods for data collection","year":2006,"lang":"en","type":"review","venue":"BMC Medical Informatics and Decision Making","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":210,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; McMaster University","funders":"Canadian Blood Services; McMaster University","keywords":"Data extraction; Data collection; Mobile device; Computer science; Pencil (optics); Medical physics; Randomized controlled trial; Medicine; Data mining; Information retrieval; MEDLINE; Statistics; World Wide Web","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":[],"category_scores_codex":[0.03897999,0.002353127,0.01229623,0.00977454,0.0009013527,0.003264011,0.003232673,0.002885892,0.006012623],"category_scores_gemma":[0.1547683,0.001501583,0.007992077,0.01227737,0.001358106,0.003239549,0.001220466,0.001921457,0.0006512412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005347865,"about_ca_system_score_gemma":0.0102156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003911448,"about_ca_topic_score_gemma":0.009260892,"domain_scores_codex":[0.9503011,0.02579958,0.01517287,0.002015472,0.006219461,0.0004914555],"domain_scores_gemma":[0.8617033,0.1143569,0.01492519,0.001617722,0.006761192,0.0006358028],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0009870669,0.00003936952,0.0003009705,0.8864651,0.006749049,0.0000705053,0.00009360204,0.0001095689,0.0001934066,0.0002942305,0.001820065,0.102877],"study_design_scores_gemma":[0.002881862,0.001540461,0.003376443,0.8658844,0.09429469,0.0005537905,0.0002745449,0.0001657417,0.0006070401,0.0006979456,0.02965711,0.00006592195],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004553787,0.9979924,0.0002906375,0.0001796982,0.0001986204,0.0005489727,0.0001092744,0.000010608,0.0002144635],"genre_scores_gemma":[0.008729873,0.9861246,0.002728444,0.0004572513,0.0001171204,0.001593257,0.0001419453,0.000007709765,0.0000998472],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.96102,"threshold_uncertainty_score":0.2061484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2480527941236277,"score_gpt":0.5661227610617843,"score_spread":0.3180699669381565,"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."}}