{"id":"W4403758656","doi":"10.1371/journal.pone.0311970","title":"Negative health impacts of navigating the healthcare system for musculoskeletal conditions: A scoping review protocol","year":2024,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University; Alberta Health; University of Calgary; Alberta Bone and Joint Health Institute; Alberta Health Services","funders":"Alberta Health Services","keywords":"Health care; Protocol (science); Medicine; Alternative medicine; Political science; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.1229008,0.006618123,0.01493689,0.02489844,0.007452573,0.01016747,0.008122453,0.01172638,0.07501273],"category_scores_gemma":[0.1094842,0.007346957,0.01622874,0.01640989,0.007599642,0.01061611,0.01008416,0.007695039,0.01696764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01692441,"about_ca_system_score_gemma":0.1097555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006761964,"about_ca_topic_score_gemma":0.01459255,"domain_scores_codex":[0.9463325,0.02071371,0.0185664,0.003616526,0.008180276,0.002590585],"domain_scores_gemma":[0.9253688,0.03009437,0.01112145,0.007072029,0.02283227,0.00351098],"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":[0.00566924,0.0009399442,0.001159309,0.8391961,0.00173029,0.001800308,0.008447107,0.002308076,0.00265556,0.01277918,0.0431538,0.080161],"study_design_scores_gemma":[0.01435805,0.002440762,0.007644439,0.5444352,0.006148067,0.001337215,0.006485014,0.001478106,0.002999079,0.0151687,0.3967925,0.0007128499],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002700866,0.000884842,0.001009791,0.000288959,0.0001152011,0.9949625,0.001940277,0.00004366236,0.0004847406],"genre_scores_gemma":[0.0002359594,0.001176846,0.003051147,0.0001423072,0.00002146183,0.9945463,0.0005464307,0.000005685469,0.0002739919],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1229008,"threshold_uncertainty_score":0.6499692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09216678746419889,"score_gpt":0.4620931324049372,"score_spread":0.3699263449407383,"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."}}