{"id":"W1969450508","doi":"10.1161/strokeaha.114.004695","title":"Is More Better? Using Metadata to Explore Dose–Response Relationships in Stroke Rehabilitation","year":2014,"lang":"en","type":"review","venue":"Stroke","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":642,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Medicine; Stroke (engine); Rehabilitation; Physical medicine and rehabilitation; Metadata; Physical therapy; World Wide Web","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002155016,0.0006605109,0.002584495,0.002002266,0.0001381051,0.00008839297,0.0003060709,0.0006454751,0.0001555561],"category_scores_gemma":[0.005131798,0.0005600777,0.001154502,0.0008970865,0.0001404873,0.0003346542,0.0001386721,0.001206105,0.0002479521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008505979,"about_ca_system_score_gemma":0.000675238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004131595,"about_ca_topic_score_gemma":0.00001424365,"domain_scores_codex":[0.9946914,0.001447795,0.001565189,0.001006175,0.0007423006,0.0005471714],"domain_scores_gemma":[0.9934318,0.004189334,0.0004409209,0.001370085,0.0001910035,0.0003768442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00164397,0.0005685359,0.01788894,0.0371971,0.0009896634,0.00008033137,0.006289759,0.00006156875,0.0002125057,0.0001792768,0.008746017,0.9261423],"study_design_scores_gemma":[0.001015587,0.0005051646,0.008348986,0.01266705,0.001004588,0.00005198115,0.001203623,0.0000686238,0.000004670734,0.00002494605,0.9745865,0.0005182391],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06641845,0.9226048,0.001037447,0.002983256,0.001062697,0.004556975,0.0008198466,0.0001544095,0.0003621088],"genre_scores_gemma":[0.003153086,0.9156679,0.06419129,0.001568277,0.001294518,0.001039628,0.001010725,0.0004542783,0.01162031],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9658405,"threshold_uncertainty_score":0.999685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1608397969964352,"score_gpt":0.4075130685459288,"score_spread":0.2466732715494936,"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."}}