{"id":"W2809011801","doi":"10.1002/msc.1351","title":"Advanced musculoskeletal physiotherapy practice in Ireland: A National Survey","year":2018,"lang":"en","type":"article","venue":"Musculoskeletal Care","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Referral; Autonomy; Descriptive statistics; Service (business); Profiling (computer programming); Nursing; Physical therapy; Family medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001982788,0.0001923876,0.0004889118,0.001274154,0.0004649839,0.000872649,0.0007109498,0.000560575,0.002381097],"category_scores_gemma":[0.003553947,0.0004425331,0.0005716981,0.001825342,0.0005380223,0.0011597,0.001959023,0.0006639036,0.001148478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002827443,"about_ca_system_score_gemma":0.002765392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04993036,"about_ca_topic_score_gemma":0.06316832,"domain_scores_codex":[0.9971485,0.0005405988,0.0006056723,0.0004016971,0.0006598713,0.0006438015],"domain_scores_gemma":[0.9962949,0.0004339966,0.001400313,0.0001871308,0.0009070255,0.0007766581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008991911,0.0001181441,0.9867569,0.0002512601,0.00003400381,0.0001797985,0.002140586,0.00005715105,0.0002864281,0.00002858767,0.002144221,0.007913047],"study_design_scores_gemma":[0.000004888926,0.0001266071,0.9950624,0.00006692667,0.000006234905,0.0001976835,0.003270358,0.0000797883,0.00003276111,0.00000673789,0.001140003,0.000005638013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908075,0.0002622079,0.0001962126,0.0003280773,0.00001470666,0.0001951079,0.005219901,0.0000191723,0.002957101],"genre_scores_gemma":[0.9954904,0.0003181251,0.0003423703,0.0004374696,0.000011533,0.0003283149,0.002264068,0.00001097721,0.000796865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04993036,"threshold_uncertainty_score":0.09927946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02914351198524569,"score_gpt":0.4652823087008225,"score_spread":0.4361387967155769,"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."}}