{"id":"W2507125208","doi":"10.1186/s12913-016-1739-1","title":"Informing a Canadian paramedic profile: framing concepts, roles and crosscutting themes","year":2016,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; McMaster University; Lab_Bell (Canada); Centennial College","funders":"","keywords":"Thematic analysis; Framing (construction); Medicine; Professional boundaries; Health care; Operationalization; Nursing; Nursing research; Public relations; Qualitative research; Sociology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01405846,0.0007982544,0.0004871229,0.006862052,0.02151945,0.007709653,0.002428816,0.002412651,0.002635762],"category_scores_gemma":[0.02318503,0.0005222666,0.0003987593,0.009067359,0.00928542,0.004037964,0.005540433,0.003132749,0.000300382],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08197968,"about_ca_system_score_gemma":0.1215777,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8975515,"about_ca_topic_score_gemma":0.9132845,"domain_scores_codex":[0.9913616,0.003302508,0.0004203811,0.0008197692,0.002461284,0.001634494],"domain_scores_gemma":[0.9807119,0.008576801,0.001443811,0.0003862977,0.006709686,0.0021714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002673258,0.000009812658,0.01028837,0.0002598935,0.000003553167,0.001134826,0.9670129,0.00008802064,0.0007477104,0.004462295,0.002609593,0.0133562],"study_design_scores_gemma":[0.000004243471,0.00001080868,0.008889873,0.0004710429,0.000008599402,0.0003084469,0.9518896,0.0002488242,0.0003315821,0.001031223,0.03677654,0.00002930073],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9188287,0.003579041,0.009328517,0.02514146,0.0002749393,0.0009059664,0.001468406,0.00006707948,0.04040601],"genre_scores_gemma":[0.9846389,0.002006833,0.006243233,0.001327756,0.00003444672,0.0003034475,0.0004453838,0.00002876084,0.004971272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9180203,"threshold_uncertainty_score":0.594807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04343634292038008,"score_gpt":0.4354871341947407,"score_spread":0.3920507912743607,"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."}}