{"id":"W2547740290","doi":"10.22159/jcr.2016v3i4.14130","title":"A scoping review of need and unmet need for community based physiotherapy in Canada","year":2016,"lang":"en","type":"review","venue":"Research Explorer (The University of Manchester)","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Normative; Thematic analysis; Categorization; Population; Health care; Gerontology; Needs assessment; Service (business); Nursing; Family medicine; Qualitative research; Environmental health; Business; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005071577,0.0002866101,0.002064897,0.0003086466,0.0007773479,0.000003166549,0.00112389,0.0002300499,0.000193263],"category_scores_gemma":[0.0004415982,0.0002097393,0.0002079167,0.0007433605,0.0003813415,0.0001042792,0.0004792628,0.001421875,0.00001291288],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001725437,"about_ca_system_score_gemma":0.008481657,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1823883,"about_ca_topic_score_gemma":0.1134523,"domain_scores_codex":[0.9902169,0.007177606,0.0008362139,0.0003037726,0.000642525,0.0008230404],"domain_scores_gemma":[0.9878477,0.009692012,0.0007098325,0.001018048,0.0005278941,0.0002045054],"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":[0.0001227974,0.00005047505,0.0003134778,0.8883979,0.00006016147,0.000004131149,0.003875418,3.16108e-7,7.098895e-7,0.00006271677,0.007018559,0.1000934],"study_design_scores_gemma":[0.0006537506,0.00007601045,0.00004832489,0.6218242,0.00004083056,2.51542e-7,0.01073765,0.000004097034,4.275976e-7,0.00003637428,0.3664558,0.0001222822],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008238647,0.9895558,0.00003530629,0.001300472,0.00007939251,0.007954693,0.0001410099,0.00001246445,0.00009698908],"genre_scores_gemma":[0.0001633599,0.9990742,0.0001975376,0.0003150526,0.00004079254,0.00006714422,0.00005462981,0.00003883166,0.00004851672],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3594373,"threshold_uncertainty_score":0.9971393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2843640866063217,"score_gpt":0.5130583444904393,"score_spread":0.2286942578841176,"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."}}