{"id":"W2288220472","doi":"10.1921/jpts.v13i2-3.858","title":"The benefits and challenges of student-led clinics within an Irish context","year":2015,"lang":"en","type":"article","venue":"The Journal of Practice Teaching in Health and Social Work","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Irish; Audit; Medical education; Context (archaeology); Medicine; Variety (cybernetics); Discipline; Nursing; Pedagogy; Psychology; Qualitative research; Sociology; Management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01011498,0.0003809166,0.0004136153,0.0005313402,0.01137966,0.00670995,0.00225466,0.002080535,0.004208484],"category_scores_gemma":[0.01595366,0.0006062629,0.0005477303,0.0007929829,0.005814314,0.002768042,0.01316753,0.003970738,0.0005848768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005079109,"about_ca_system_score_gemma":0.01461293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00988566,"about_ca_topic_score_gemma":0.04477065,"domain_scores_codex":[0.981549,0.01185465,0.0005154593,0.0006274763,0.001769259,0.003684222],"domain_scores_gemma":[0.9836642,0.004654705,0.00155893,0.0007740829,0.001299086,0.008048897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003983867,0.00191604,0.07188682,0.000872516,0.000066248,0.01069481,0.7163979,0.0009557816,0.003461197,0.005008742,0.01021547,0.1781262],"study_design_scores_gemma":[0.00003429321,0.0008609821,0.01970946,0.000323741,0.00001542464,0.003426336,0.9479267,0.0003197486,0.0005299776,0.0009949426,0.02578558,0.00007278444],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800494,0.000546394,0.001502735,0.007371499,0.0002394751,0.0001420306,0.00003186001,0.00002974062,0.01008698],"genre_scores_gemma":[0.9944324,0.0005271831,0.001773054,0.0008290524,0.00006459191,0.00008343276,0.00001815048,0.00001705581,0.00225509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01137966,"threshold_uncertainty_score":0.0534938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1773804894448181,"score_gpt":0.5303394681379237,"score_spread":0.3529589786931056,"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."}}