{"id":"W4229367982","doi":"10.31219/osf.io/x96pw","title":"Scoping Review Protocol","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Protocol (science); Promotion (chess); Medicine; Political science; Alternative medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1559363,0.004711081,0.01077786,0.02296957,0.007214087,0.01290576,0.005307415,0.01173131,0.2388741],"category_scores_gemma":[0.2346056,0.007228351,0.01001231,0.01889697,0.005942762,0.007245415,0.007622184,0.009138414,0.05845655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01258698,"about_ca_system_score_gemma":0.09465489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008063128,"about_ca_topic_score_gemma":0.01136166,"domain_scores_codex":[0.9217517,0.0299851,0.03077941,0.006282983,0.009068793,0.002131948],"domain_scores_gemma":[0.8226184,0.05992096,0.0173226,0.02315352,0.07287236,0.004112211],"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":[0.004308859,0.0003409675,0.0006675718,0.5040542,0.001286851,0.0006721189,0.004078484,0.001031477,0.001296095,0.01697665,0.3553663,0.1099205],"study_design_scores_gemma":[0.01241643,0.0005577701,0.002026418,0.3532251,0.002066338,0.0003170833,0.002528636,0.0007352259,0.001665991,0.01933002,0.6046472,0.0004837055],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003476859,0.002069021,0.005537855,0.001780426,0.00192609,0.9511113,0.03193414,0.0005170655,0.004776407],"genre_scores_gemma":[0.0004245319,0.001078587,0.007378092,0.0004177348,0.0001114266,0.9862294,0.002552531,0.00006148454,0.001746292],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2388741,"threshold_uncertainty_score":0.8246799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05693538229414165,"score_gpt":0.4084769276718312,"score_spread":0.3515415453776896,"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."}}