{"id":"W4386647810","doi":"10.1200/jco.23.01204","title":"Playing by Eye: Using Music as a Parallel to Clinical Oncology","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Music Therapy and Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Parallels; Clinical Oncology; Medical physics; Internal medicine; Oncology; Cancer","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":[0.007819721,0.0008520904,0.0006891523,0.0008117537,0.01795788,0.01309279,0.002930997,0.01182429,0.007219491],"category_scores_gemma":[0.02933506,0.0007665944,0.001169883,0.0005633101,0.01911728,0.01096695,0.01130238,0.03940444,0.001837385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005717915,"about_ca_system_score_gemma":0.01133368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004048231,"about_ca_topic_score_gemma":0.0211274,"domain_scores_codex":[0.9895286,0.006787711,0.0003209048,0.0006246424,0.001340557,0.001397649],"domain_scores_gemma":[0.9844534,0.007513068,0.001151303,0.0004548841,0.001248332,0.005179113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002378759,0.001127979,0.004548457,0.0007947735,0.00007935946,0.01400381,0.4386406,0.0001915155,0.002276733,0.03947346,0.3980546,0.1005709],"study_design_scores_gemma":[0.00005960936,0.000254905,0.001806853,0.001541003,0.00005116145,0.01546852,0.4154622,0.0001308978,0.0006329142,0.009534867,0.5549331,0.0001239316],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06811915,0.01606226,0.004647303,0.7514748,0.07028571,0.0001250744,0.00003709484,0.0001916332,0.089057],"genre_scores_gemma":[0.4953579,0.02342453,0.008351284,0.3913047,0.02563817,0.0002075883,0.00003994252,0.0005685139,0.05510732],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01795788,"threshold_uncertainty_score":0.04148662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5301479850742232,"score_gpt":0.6431936183089678,"score_spread":0.1130456332347446,"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."}}