{"id":"W2125025318","doi":"10.1177/1049732314553594","title":"Seeing in Different Ways","year":2014,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research","keywords":"Context (archaeology); Domain (mathematical analysis); Process (computing); Visual methods; Value (mathematics); Psychology; Computer science; Data science; Cognitive science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006044415,0.0009147879,0.0006837464,0.002269506,0.005178971,0.008800176,0.001194459,0.002614629,0.007831738],"category_scores_gemma":[0.01978744,0.0006468839,0.0009150832,0.001349022,0.02048947,0.01572567,0.006421704,0.005217675,0.001096134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002499454,"about_ca_system_score_gemma":0.001939677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006381339,"about_ca_topic_score_gemma":0.00538033,"domain_scores_codex":[0.9873537,0.008793677,0.0003129358,0.001347022,0.001409239,0.0007833107],"domain_scores_gemma":[0.9947753,0.002679768,0.0005140859,0.000852946,0.0006733717,0.000504604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007684335,0.000025109,0.003020921,0.0003252082,0.00007205841,0.0008090318,0.7839485,0.0003664034,0.003692853,0.1789482,0.005465195,0.02324972],"study_design_scores_gemma":[0.00002252584,0.00006426944,0.00201403,0.0006271105,0.00008238763,0.001449879,0.6332865,0.0008986109,0.001850768,0.1279806,0.2315735,0.000149753],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.372316,0.006480952,0.1961551,0.04695155,0.001967225,0.0003768648,0.0004917497,0.0005307377,0.3747298],"genre_scores_gemma":[0.9592183,0.001204501,0.02071246,0.003539061,0.00007503098,0.0001083813,0.0001262924,0.0001652899,0.01485072],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008800176,"threshold_uncertainty_score":0.03196633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5723700287326392,"score_gpt":0.6481113801961634,"score_spread":0.07574135146352423,"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."}}