{"id":"W2891226633","doi":"10.23736/s1973-9087.17.04858-4","title":"Publication trends of study protocols in rehabilitation","year":2018,"lang":"en","type":"article","venue":"European Journal of Physical and Rehabilitation Medicine","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Rehabilitation; Medicine; Protocol (science); Randomized controlled trial; MEDLINE; Physical therapy; Alternative medicine; Surgery; Pathology","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"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1071123,0.0001378736,0.001622051,0.0009762517,0.00004428492,0.00006348511,0.0005040619,0.00001316908,0.0006474093],"category_scores_gemma":[0.08868917,0.00005935937,0.00037459,0.001898213,0.0004300413,0.0003262824,0.00004022986,0.0001362198,0.00005899042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001795735,"about_ca_system_score_gemma":0.00002281681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003188478,"about_ca_topic_score_gemma":0.000005083303,"domain_scores_codex":[0.9728907,0.01588769,0.007898235,0.0003721049,0.002848948,0.0001022821],"domain_scores_gemma":[0.984076,0.006648295,0.004993099,0.0008027809,0.00336716,0.0001126996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002985555,0.002726806,0.2743892,0.0002071106,0.0001491674,0.000006421883,0.1388983,0.00004588684,0.004976289,0.00490606,0.04816213,0.5252341],"study_design_scores_gemma":[0.00143398,0.01311065,0.9565386,0.0002326669,0.00006630097,0.000004033691,0.008259465,0.0007607577,0.000009385001,0.003989744,0.01552522,0.00006917935],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832711,0.0000308044,0.001010672,0.007766527,0.00007996974,0.002011325,0.000001172475,0.00000165736,0.005826754],"genre_scores_gemma":[0.9966102,4.333171e-7,0.002490865,0.00004530891,0.0003656573,0.00004034065,7.902553e-7,0.000006670542,0.0004397274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6821494,"threshold_uncertainty_score":0.9194158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.402583112175193,"score_gpt":0.5215406015880802,"score_spread":0.1189574894128872,"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."}}