{"id":"W2888703261","doi":"10.2196/11631","title":"3MD for Chronic Conditions, a Model for Motivational mHealth Design: Embedded Case Study","year":2018,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Educational Games and Gamification","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Horizon 2020 Framework Programme; Oulun Yliopisto; European Commission","keywords":"mHealth; Psychology; Computer science; Human–computer interaction; Psychological intervention","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":[0.01605863,0.0007899668,0.0004161272,0.00171049,0.00336839,0.004032908,0.002286709,0.003047332,0.008048405],"category_scores_gemma":[0.01590114,0.0004871262,0.001180118,0.000900914,0.002698069,0.003107131,0.003745054,0.001915634,0.0007261335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004915485,"about_ca_system_score_gemma":0.006020242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003153093,"about_ca_topic_score_gemma":0.006504347,"domain_scores_codex":[0.9865736,0.01134182,0.0003428243,0.0005454828,0.0006906068,0.0005057654],"domain_scores_gemma":[0.9875392,0.009873112,0.0006368571,0.0005954733,0.00055241,0.0008030255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"case_report","study_design_scores_codex":[0.002265349,0.01636377,0.03638024,0.007205295,0.0002734499,0.008802017,0.1962383,0.03637851,0.006331303,0.3650699,0.01904002,0.3056518],"study_design_scores_gemma":[0.004462444,0.01238696,0.01808851,0.007490117,0.000611747,0.005574484,0.2017572,0.2166958,0.008833354,0.1594425,0.364211,0.0004458977],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5173675,0.002310164,0.3530472,0.009984708,0.0004083584,0.03888589,0.001348676,0.0004437659,0.07620378],"genre_scores_gemma":[0.6057726,0.0008039594,0.3636539,0.0008082252,0.00003082088,0.02073609,0.000243481,0.00004930831,0.007901561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01605863,"threshold_uncertainty_score":0.08492714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08987322809617179,"score_gpt":0.4405813219973935,"score_spread":0.3507080939012217,"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."}}