{"id":"W4386558212","doi":"10.3390/jcm12185832","title":"Effectiveness and Consequences of Direct Access in Physiotherapy: A Systematic Review","year":2023,"lang":"en","type":"review","venue":"Journal of Clinical Medicine","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Referral; Observational study; Randomized controlled trial; MEDLINE; Cochrane Library; Physical therapy; Intervention (counseling); Family medicine; Systematic review; Health care; Data extraction; Nursing; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.02924392,0.0002531887,0.01054606,0.0002780792,0.00005890441,0.000004980697,0.0004702907,0.0003494043,0.00009156987],"category_scores_gemma":[0.02982607,0.0001238284,0.0003864917,0.000617262,0.0003085482,0.0001407367,0.00006512007,0.001838722,0.000009222003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005321782,"about_ca_system_score_gemma":0.0008949811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007908689,"about_ca_topic_score_gemma":0.00001228881,"domain_scores_codex":[0.980484,0.01197005,0.006651164,0.0002088563,0.0004803164,0.0002056244],"domain_scores_gemma":[0.9279833,0.06140304,0.00988258,0.0002675186,0.0003085766,0.0001550208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006578818,0.00005045505,0.000198062,0.9339914,0.0003454812,0.00004498835,0.00006388108,3.01844e-8,1.760709e-7,0.00001788751,0.001087241,0.06413465],"study_design_scores_gemma":[0.0007502257,0.0005457455,0.0003534888,0.9221929,0.00325151,0.00003079018,0.00007721664,3.249895e-7,3.226031e-8,0.0002573925,0.07245153,0.00008879961],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003110617,0.9939701,0.000002704405,0.001318918,0.00201471,0.00211475,0.000005549631,0.000007378517,0.0005347992],"genre_scores_gemma":[0.00004274258,0.9986596,0.00001450904,0.0003923344,0.0006939729,0.00005761482,0.000001492494,0.00003187859,0.0001059302],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07136429,"threshold_uncertainty_score":0.9995977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4061742997113887,"score_gpt":0.6980631519424636,"score_spread":0.2918888522310749,"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."}}