{"id":"W4307189923","doi":"10.26443/mjm.v21i1.958","title":"Approach to Headache","year":2022,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Headaches; Medicine; Quality of life (healthcare); Pediatrics; Intensive care medicine; Family medicine; Surgery; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005227861,0.001023121,0.0006156549,0.002984612,0.001430912,0.002212825,0.001229091,0.003515699,0.01693938],"category_scores_gemma":[0.002589346,0.0002297644,0.0005861352,0.0009577478,0.001260665,0.001966229,0.002695934,0.005969031,0.009851339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002289845,"about_ca_system_score_gemma":0.002654989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002733608,"about_ca_topic_score_gemma":0.007676325,"domain_scores_codex":[0.9994272,0.0001015714,0.00005709365,0.00009142623,0.0002142958,0.0001083903],"domain_scores_gemma":[0.999106,0.0001511959,0.00005384172,0.00003637239,0.0003217648,0.0003307365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008640265,0.0002729751,0.002844693,0.001535203,0.00004067125,0.01066993,0.0007837745,0.0001875933,0.00183646,0.01751449,0.4777435,0.4864844],"study_design_scores_gemma":[0.00005224462,0.0001521764,0.003510351,0.002463334,0.00003890845,0.05424783,0.0009447089,0.0001112648,0.0002801796,0.01976279,0.9183991,0.00003713747],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.006778717,0.322558,0.01811584,0.2755002,0.04754572,0.0006162666,0.0004001773,0.0007408523,0.3277442],"genre_scores_gemma":[0.04348649,0.4483607,0.02189518,0.2302881,0.1122247,0.0004446302,0.000567971,0.0002099948,0.1425223],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01693938,"threshold_uncertainty_score":0.05666786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07437198815008424,"score_gpt":0.3283608451127966,"score_spread":0.2539888569627123,"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."}}