{"id":"W2897652073","doi":"10.1136/jnnp-2018-abn.33","title":"WED 080 Experiences of specialist referral and GP access to MRI for headache","year":2018,"lang":"en","type":"article","venue":"Journal of Neurology Neurosurgery & Psychiatry","topic":"Medical Research and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Worry; Thematic analysis; Referral; Medicine; Receipt; Family medicine; Magnetic resonance imaging; Pediatrics; Qualitative research; Psychiatry; Radiology; Anxiety","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":[0.001535379,0.0001193733,0.0002681718,0.0003102737,0.002136858,0.002369998,0.0003785846,0.001044774,0.007011424],"category_scores_gemma":[0.006379516,0.0002978758,0.0002054895,0.0005131874,0.002333368,0.001301594,0.002507958,0.001075885,0.0005565513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002478894,"about_ca_system_score_gemma":0.001997567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01866564,"about_ca_topic_score_gemma":0.02880199,"domain_scores_codex":[0.9980758,0.001211724,0.0001016892,0.00008984946,0.0001635526,0.0003572239],"domain_scores_gemma":[0.9954992,0.002130018,0.0005915114,0.00007610513,0.0002782281,0.001424969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003841503,0.000113157,0.07304206,0.0004450866,0.0000265473,0.009495471,0.8833766,0.0001047273,0.001188206,0.001945533,0.01008042,0.01979805],"study_design_scores_gemma":[0.00004118207,0.0004541341,0.05671418,0.0004187675,0.00001631748,0.003628476,0.9095573,0.00008966427,0.0001533572,0.0003223904,0.02856703,0.00003720391],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848259,0.0008206627,0.0001195182,0.005203956,0.00007148113,0.00001519644,0.0001027085,0.000009641352,0.008830994],"genre_scores_gemma":[0.9968151,0.000548752,0.000080251,0.000638979,0.00002430025,0.00001559675,0.00002830408,0.000005288793,0.00184343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01866564,"threshold_uncertainty_score":0.03711396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1715271791970404,"score_gpt":0.5136785471152782,"score_spread":0.3421513679182377,"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."}}