{"id":"W2996346902","doi":"10.2196/13924","title":"Health Care Consumer Shopping Behaviors and Sentiment: Qualitative Study","year":2019,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Qualitative research; Health care; Psychology; Business; Advertising; Sociology; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00253156,0.000107461,0.000617226,0.0002728892,0.0000647636,0.00001048135,0.00008775693,0.00002925279,0.000209362],"category_scores_gemma":[0.00009595332,0.00009589842,0.00004403077,0.0001170548,0.00006545781,0.0001253298,0.00003411161,0.0001834744,0.00005690349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001415735,"about_ca_system_score_gemma":0.00005083704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008383641,"about_ca_topic_score_gemma":0.000110743,"domain_scores_codex":[0.9982657,0.0001483131,0.001073505,0.0001661392,0.00009467133,0.0002516338],"domain_scores_gemma":[0.9987949,0.00007707765,0.0006616052,0.0001600097,0.00006825523,0.0002381274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007426948,0.0003472895,0.3193605,0.0003947082,0.0003054561,0.00004174306,0.6506862,0.00002124556,0.00001929713,0.02298854,0.003476599,0.0022842],"study_design_scores_gemma":[0.00858425,0.007033882,0.1998192,0.0005618444,0.0001435737,0.00003775629,0.7021994,0.0001057678,0.00001928464,0.00121942,0.07979798,0.0004776357],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821389,0.008682105,0.000105629,0.007510731,0.0006205794,0.0003442166,0.000009173975,0.000006085994,0.0005825812],"genre_scores_gemma":[0.9981426,0.0001729444,0.00005780845,0.001351258,0.0001263521,0.000006690611,0.000001095491,0.0000114433,0.0001298256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1195412,"threshold_uncertainty_score":0.3910624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1799713032135303,"score_gpt":0.4424287318945359,"score_spread":0.2624574286810056,"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."}}