{"id":"W1775831870","doi":"10.1002/0471463736.tnmp07","title":"Prognostic Factors in Cancer Patient Care","year":2003,"lang":"en","type":"other","venue":"TNM Online","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Audit; Cancer; Disease; Intensive care medicine; Clinical Practice; Outcome (game theory); Family medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005975523,0.0002409636,0.0004387356,0.0002182149,0.00001051203,0.000005966475,0.00005684978,0.0002362072,0.02468075],"category_scores_gemma":[0.001865626,0.0002006916,0.00007911417,0.0001986358,0.0000294564,0.0000224903,0.00002977191,0.0004087622,0.00007229769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002238346,"about_ca_system_score_gemma":0.0003749435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002960579,"about_ca_topic_score_gemma":0.01479889,"domain_scores_codex":[0.9983995,0.00006376487,0.0006585737,0.0003326386,0.0003171271,0.0002283829],"domain_scores_gemma":[0.9989218,0.0002382661,0.0003444006,0.0002934231,0.00009356241,0.0001085555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005460181,0.0006145381,0.1096108,0.0004145204,0.00009213484,0.00007714958,0.0003831942,0.000003821805,0.00001599278,0.000004172285,0.8373891,0.05133997],"study_design_scores_gemma":[0.001195858,0.000353443,0.01076673,0.0008389229,0.0002263323,0.000003787675,0.001134015,0.00001310365,0.00001372567,0.000004128573,0.9852397,0.000210217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3790269,0.02500497,0.0001338669,0.009198905,0.008931095,0.01813236,0.04275095,0.001471746,0.5153491],"genre_scores_gemma":[0.09297228,0.004244924,0.01718772,0.01352148,0.004095218,0.0006099106,0.07432441,0.003219968,0.7898241],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2860547,"threshold_uncertainty_score":0.9762108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1937685449191403,"score_gpt":0.499715207426714,"score_spread":0.3059466625075737,"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."}}