{"id":"W2770806271","doi":"10.2196/games.7818","title":"Breaking Health Insurance Knowledge Barriers Through Games: Pilot Test of Health Care America","year":2017,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Educational Games and Gamification","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of North Texas","keywords":"Test (biology); Health insurance; Health care; Actuarial science; Psychology; Business; Economics; Economic growth","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":[0.00461762,0.001536649,0.001177652,0.0008784428,0.001414503,0.001270532,0.001817164,0.001498492,0.008753378],"category_scores_gemma":[0.007653732,0.0009572424,0.001213375,0.0003914601,0.00107196,0.001118636,0.001524877,0.002197844,0.001094845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001219022,"about_ca_system_score_gemma":0.002381846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006599191,"about_ca_topic_score_gemma":0.009611835,"domain_scores_codex":[0.9982073,0.0005466316,0.0001254133,0.000267605,0.0002392433,0.0006136778],"domain_scores_gemma":[0.9936107,0.002911103,0.0003613266,0.0004906026,0.001025225,0.001600973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01754889,0.7720426,0.0471194,0.001414839,0.0003537659,0.0008675477,0.0277499,0.002184663,0.01099016,0.0008277859,0.005802496,0.1130981],"study_design_scores_gemma":[0.02795716,0.6339033,0.2738709,0.0004022743,0.0005550922,0.0003588304,0.02200194,0.01140658,0.01118563,0.001842434,0.01630525,0.0002106086],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935841,0.0000193676,0.0003809305,0.0001137675,0.00003149601,0.00455399,0.0001900703,0.00004237124,0.001083911],"genre_scores_gemma":[0.9575403,0.0001902767,0.01398209,0.0005533212,0.00006335511,0.02090589,0.0008229293,0.00003633282,0.005905577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008753378,"threshold_uncertainty_score":0.02928299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03783555687648722,"score_gpt":0.3990742035599906,"score_spread":0.3612386466835034,"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."}}