{"id":"W4323021103","doi":"10.1007/978-3-031-12998-8_14","title":"Headaches","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Headaches; Medicine; Psychiatry","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":[0.0002391164,0.0006168369,0.0005065253,0.001293615,0.001111725,0.001804301,0.0006007814,0.001183847,0.185911],"category_scores_gemma":[0.0008859358,0.0002432772,0.0004636127,0.0009890307,0.0005710149,0.00113168,0.001183331,0.001545566,0.07811713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007011193,"about_ca_system_score_gemma":0.0009660366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004730369,"about_ca_topic_score_gemma":0.01401309,"domain_scores_codex":[0.9997792,0.00003717796,0.00001110447,0.00002400554,0.0001032714,0.00004534201],"domain_scores_gemma":[0.9998249,0.00005166859,0.00001007331,0.00001904065,0.00005060202,0.00004359625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004307237,0.00005450167,0.0001288379,0.0002545693,0.000005043953,0.0002757392,0.0001704315,0.00009241096,0.0004599899,0.01526547,0.8194696,0.1637803],"study_design_scores_gemma":[0.000005897485,0.00001737384,0.0003902506,0.0001482173,0.000003141898,0.0004448091,0.00006522529,0.00001835817,0.00003881253,0.001728075,0.997137,0.000002813217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006268515,0.01921006,0.0004222955,0.002952976,0.004056378,0.00006601927,0.0002845405,0.0001122808,0.9722687],"genre_scores_gemma":[0.002264503,0.01065933,0.0002745029,0.002394244,0.001554765,0.00002239435,0.0001826743,0.00003522252,0.9826124],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.185911,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1042255962763082,"score_gpt":0.3082553461647632,"score_spread":0.2040297498884551,"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."}}