{"id":"W4386123707","doi":"10.2196/48372","title":"Feasibility and Usability of a Mobile App–Based Interactive Care Plan for Migraine in a Community Neurology Practice: Development and Pilot Implementation Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Noaber Foundation","keywords":"Usability; Medicine; Neurology; Test (biology); Migraine; Health care; Observational study; Physical therapy; Medical emergency; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01577094,0.0007705035,0.0006228345,0.000900041,0.0009210347,0.001068078,0.0008703255,0.0007782184,0.001259356],"category_scores_gemma":[0.02072412,0.0005387725,0.001157816,0.000404298,0.0007706761,0.000915284,0.001265325,0.0008190325,0.0003045816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001450134,"about_ca_system_score_gemma":0.003819215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003729893,"about_ca_topic_score_gemma":0.007662042,"domain_scores_codex":[0.9934732,0.003648657,0.000632994,0.0005111623,0.001087648,0.0006461912],"domain_scores_gemma":[0.9893516,0.00453437,0.001117806,0.0009159372,0.002549929,0.001530324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01648704,0.2124984,0.4361207,0.001989745,0.0007748358,0.001726372,0.02455362,0.00178933,0.01325829,0.0002586956,0.002735594,0.2878074],"study_design_scores_gemma":[0.009210285,0.3690077,0.5978913,0.0003403395,0.0005985184,0.0007144733,0.009100634,0.004955033,0.003574189,0.0001280444,0.00432055,0.0001590208],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936958,0.00002911516,0.0005552983,0.00005880964,0.00001225176,0.005192684,0.0001056268,0.00002386758,0.0003266631],"genre_scores_gemma":[0.975805,0.0001856402,0.01188671,0.00017223,0.00004317597,0.01098684,0.0004323087,0.00001276373,0.0004752965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01577094,"threshold_uncertainty_score":0.08340573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2053047803129205,"score_gpt":0.5392003253085764,"score_spread":0.3338955449956559,"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."}}