{"id":"W2111912849","doi":"10.1177/1049732305285341","title":"Hope and Probability: Patient Perspectives of the Meaning of Numerical Information in Cancer Communication","year":2006,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Centre for Applied Research in Cancer Control; BC Cancer Agency; University of British Columbia","funders":"","keywords":"Interpretation (philosophy); Context (archaeology); Thematic analysis; Meaning (existential); Compassion; Informed consent; Perspective (graphical); Set (abstract data type); Psychology; Cancer; Qualitative research; Social psychology; Medicine; Computer science; Sociology; Psychotherapist; Alternative medicine; Social science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02665993,0.0005443451,0.000584067,0.002024473,0.00748691,0.01082913,0.001242694,0.003019123,0.002357911],"category_scores_gemma":[0.07534795,0.0005635921,0.000579102,0.001593016,0.03485282,0.01434923,0.009334665,0.007311082,0.0001906778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004226162,"about_ca_system_score_gemma":0.003528908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002119636,"about_ca_topic_score_gemma":0.002217269,"domain_scores_codex":[0.9509693,0.04550233,0.0007468233,0.0005202036,0.001432623,0.0008287262],"domain_scores_gemma":[0.8958517,0.094687,0.005116666,0.0013191,0.001568112,0.001457264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006412804,0.00001192292,0.001346476,0.0001442249,0.00001114117,0.0004374959,0.9600449,0.00009645111,0.0002208186,0.03212989,0.0006858676,0.004806703],"study_design_scores_gemma":[0.00002103013,0.00007997968,0.001370115,0.0004175285,0.0000221599,0.001461054,0.9518635,0.0004212031,0.0003390519,0.02417383,0.01978937,0.00004119251],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7703167,0.00989804,0.03041392,0.1076691,0.0008562575,0.000186362,0.0001838284,0.00008522757,0.08039064],"genre_scores_gemma":[0.996026,0.0009183305,0.001095596,0.001259293,0.00006063112,0.00003179351,0.00001184349,0.00001164716,0.0005847167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02665993,"threshold_uncertainty_score":0.1409929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5306451847292947,"score_gpt":0.6017548712871537,"score_spread":0.07110968655785899,"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."}}