{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01176076,0.0003974243,0.0006383981,0.00168974,0.005971872,0.002262701,0.0009326502,0.001329931,0.003342942],"category_scores_gemma":[0.01622633,0.0005257981,0.000333646,0.002271514,0.004180161,0.002039077,0.003527255,0.001465931,0.0002593639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004365353,"about_ca_system_score_gemma":0.003287059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008670586,"about_ca_topic_score_gemma":0.0121941,"domain_scores_codex":[0.992539,0.005659244,0.0002430323,0.0003253323,0.0004633327,0.0007701116],"domain_scores_gemma":[0.9840768,0.01198916,0.00116012,0.0003050236,0.001564862,0.0009041735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006600052,0.0001078674,0.01120558,0.0002422792,0.000009016579,0.0006584624,0.9798636,0.00003087797,0.0008903241,0.000850314,0.0006748187,0.005400988],"study_design_scores_gemma":[0.00001261117,0.00008052378,0.006661332,0.0002002474,0.000006223817,0.0002448455,0.9871366,0.000145032,0.000384222,0.0003074931,0.004805934,0.00001495009],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993741,0.000279395,0.001405756,0.001075391,0.00002006511,0.0004391451,0.0003329048,0.00001001811,0.002696305],"genre_scores_gemma":[0.9949615,0.0004343206,0.001294114,0.001013333,0.00001549567,0.0007949427,0.0001546935,0.00001375835,0.001317724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01176076,"threshold_uncertainty_score":0.06219757,"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."}}