{"id":"W3153170523","doi":"10.46747/cfp.6704265","title":"Cancer diagnosis in primary care","year":2021,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Family Physicians of Canada","funders":"","keywords":"Medicine; Primary care; Cancer; Malignancy; Primary cancer; Intensive care medicine; Adverse effect; Internal medicine; Family 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":[0.0005231326,0.0001934251,0.0003238475,0.001354173,0.002344682,0.001448646,0.0006672165,0.001009334,0.01862314],"category_scores_gemma":[0.005166062,0.0002080616,0.0003264069,0.002595835,0.00040747,0.0007727524,0.0009765802,0.001455768,0.001562634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008110153,"about_ca_system_score_gemma":0.01186752,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5380741,"about_ca_topic_score_gemma":0.7057021,"domain_scores_codex":[0.997995,0.0002213941,0.0001374379,0.0003009303,0.0008334262,0.0005118808],"domain_scores_gemma":[0.9973194,0.0002614348,0.0004759723,0.00006259578,0.0008480488,0.001032626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008711921,0.0002034839,0.6092398,0.0006255336,0.00008873502,0.001855635,0.0006505414,0.0001598805,0.0002313453,0.004275228,0.2766403,0.1059424],"study_design_scores_gemma":[0.0000432784,0.0001004207,0.8702392,0.0020929,0.00008408993,0.003759074,0.002230718,0.0004136368,0.00009599068,0.00192955,0.1189748,0.00003638929],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.2439168,0.07880213,0.00213694,0.1461875,0.006873836,0.0008713025,0.03909685,0.0003958176,0.481719],"genre_scores_gemma":[0.8980229,0.03200863,0.001841208,0.03563459,0.003542157,0.0001981678,0.01222274,0.00005871258,0.01647094],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4619259,"threshold_uncertainty_score":0.9292926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0462827189162302,"score_gpt":0.2930190182721259,"score_spread":0.2467362993558957,"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."}}