{"id":"W2619453278","doi":"10.2196/cancer.6933","title":"Deconstructing Cancer Patient Information Seeking in a Consumer Health Library Toward Developing a Virtual Information Consult for Cancer Patients and Their Caregivers: A Qualitative, Instrumental Case Study","year":2017,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Lunenfeld-Tanenbaum Research Institute; University Health Network; Canadian Cancer Society; University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Qualitative research; Cancer; Information seeking; Health information; Medicine; Health care; Psychology; Family medicine; Gerontology; Sociology; Computer science; Library science; Political science; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01428082,0.0006451295,0.0006602951,0.002012225,0.01376306,0.006193677,0.002114098,0.002211248,0.003645414],"category_scores_gemma":[0.0183109,0.000686577,0.0006699188,0.001590827,0.01221552,0.005064314,0.007558436,0.002816894,0.0004730345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005915492,"about_ca_system_score_gemma":0.006144451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005301676,"about_ca_topic_score_gemma":0.009219125,"domain_scores_codex":[0.9862875,0.01084466,0.0003263431,0.0004571751,0.0009354434,0.001148797],"domain_scores_gemma":[0.9832427,0.0122045,0.001091476,0.000616424,0.001412518,0.001432388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003839366,0.0001213603,0.003452161,0.00009965142,0.000005955786,0.001618472,0.98701,0.00003684713,0.0004964533,0.001210756,0.0005701699,0.005339728],"study_design_scores_gemma":[0.000007063099,0.0001212744,0.001280527,0.0001004328,0.0000100657,0.0009918263,0.9867972,0.0001842581,0.0006032765,0.000359546,0.009528086,0.00001643716],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909853,0.0003105792,0.002510566,0.002248273,0.0000262197,0.0001918349,0.00003490156,0.0000303627,0.003662046],"genre_scores_gemma":[0.9940984,0.0003667003,0.002560683,0.0007518231,0.00002073326,0.0001258087,0.00002528138,0.00002653006,0.002024055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01428082,"threshold_uncertainty_score":0.0755251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08104578279587615,"score_gpt":0.4773788781866197,"score_spread":0.3963330953907435,"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."}}