{"id":"W4416282516","doi":"10.2196/69525","title":"Evaluation of the ALIBIRD mHealth Platform for Care of Patients With Lung Cancer: Prospective Pilot Study","year":2025,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agencia Estatal de Investigación; European Commission; European Regional Development Fund; Comunidad de Madrid","keywords":"mHealth; Digital health; Telemedicine; Health care; MEDLINE; Prospective cohort study","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":[0.008262918,0.0007013839,0.0009583018,0.0006656135,0.001164465,0.001299783,0.0006148196,0.0008911705,0.002686749],"category_scores_gemma":[0.01140648,0.0003794533,0.001165036,0.0005040769,0.0007574008,0.001117747,0.001241971,0.001345014,0.0008268893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001161546,"about_ca_system_score_gemma":0.003439254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00312634,"about_ca_topic_score_gemma":0.00449886,"domain_scores_codex":[0.9965946,0.001851777,0.0002995838,0.0002941182,0.0005413057,0.0004186071],"domain_scores_gemma":[0.992481,0.002307212,0.0009789872,0.0005536716,0.002098666,0.001580451],"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":[0.0332382,0.2314611,0.4962549,0.003074278,0.0008040356,0.00199096,0.02145256,0.001150904,0.009023624,0.0003190994,0.00601125,0.1952191],"study_design_scores_gemma":[0.008749074,0.4715284,0.4905674,0.000389197,0.0006410419,0.0006823869,0.01541888,0.00260316,0.002608293,0.0001279661,0.006512931,0.0001713478],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929271,0.0001286411,0.0003695848,0.0001156708,0.00002057829,0.005522562,0.0003617782,0.00002475129,0.0005292005],"genre_scores_gemma":[0.9805694,0.00046614,0.004912869,0.0005475804,0.0000610808,0.01190472,0.0008432125,0.00001990782,0.000675166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008262918,"threshold_uncertainty_score":0.04369903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03240184377959336,"score_gpt":0.3823737662425141,"score_spread":0.3499719224629207,"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."}}