{"id":"W3034107158","doi":"10.2196/16138","title":"Beliefs and Information Seeking in Patients With Cancer in Southwest China: Survey Study","year":2020,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nanjing University","keywords":"China; Cancer; Information seeking; Psychology; Geography; Family medicine; Medicine; Information retrieval; Computer science; Archaeology; Internal medicine","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":[0.0007860752,0.0002419007,0.0003193452,0.0008790834,0.0007094784,0.000413863,0.0002686078,0.0003434914,0.001202285],"category_scores_gemma":[0.001799009,0.0002820887,0.0003688893,0.001564428,0.000312306,0.0004309772,0.0004543152,0.0004664311,0.0001443496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009888734,"about_ca_system_score_gemma":0.001298229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04464559,"about_ca_topic_score_gemma":0.04628852,"domain_scores_codex":[0.9995102,0.0001160611,0.00009499375,0.0000695123,0.00009374111,0.0001155053],"domain_scores_gemma":[0.9984504,0.0001795383,0.0006742461,0.00006463507,0.0001836447,0.0004475102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001423509,0.00003732335,0.998305,0.00001550294,0.00001358313,0.00004106704,0.0006215996,0.00001407902,0.00006758457,0.000006719257,0.00007545624,0.0007878611],"study_design_scores_gemma":[0.00000412802,0.00008019379,0.9984831,0.000007905798,0.00001183707,0.00007217018,0.001084433,0.0001078956,0.00002363346,0.000006811546,0.0001144993,0.000003362188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995406,0.0000584613,0.00001769765,0.00005211476,0.000001104186,0.0000121008,0.0001835852,0.000001094134,0.0001333841],"genre_scores_gemma":[0.9995655,0.0000748405,0.00004754344,0.00005421797,0.000002612668,0.00001382765,0.000153727,4.295982e-7,0.00008721324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04464559,"threshold_uncertainty_score":0.08877146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03672458451035587,"score_gpt":0.3214294715722497,"score_spread":0.2847048870618938,"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."}}