{"id":"W2315697303","doi":"10.1155/2004/753192","title":"Beyond the Cocoon: Some Plain Talk about Careers","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital","funders":"","keywords":"Plain English; Medical school; Medical education; Psychology; Public relations; Political science; Medicine; Law","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":[0.005706256,0.0007628789,0.0006493745,0.001031282,0.008916119,0.009593487,0.001479193,0.006652296,0.009326388],"category_scores_gemma":[0.0125982,0.0003624895,0.0006197031,0.001075897,0.02510576,0.02009476,0.00499796,0.01869303,0.002818174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003440601,"about_ca_system_score_gemma":0.00191809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006646498,"about_ca_topic_score_gemma":0.008598691,"domain_scores_codex":[0.9967201,0.001918343,0.00007776867,0.0002200889,0.0005845665,0.000479044],"domain_scores_gemma":[0.9943625,0.002905807,0.0003135856,0.0002714333,0.000769448,0.001377331],"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":[0.0001506549,0.00005204738,0.00105509,0.0002243725,0.00001952979,0.0007139806,0.04989685,0.0001335982,0.0006053731,0.361647,0.5525304,0.03297112],"study_design_scores_gemma":[0.00001064453,0.00006260843,0.0005264062,0.0003962813,0.000004974146,0.0007237248,0.03606865,0.0001168816,0.0001175064,0.06733062,0.894607,0.00003477327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004501165,0.02289693,0.003903582,0.8906538,0.01982323,0.00002097962,0.00003899038,0.0001141101,0.05804719],"genre_scores_gemma":[0.1909082,0.02445015,0.003635687,0.6726261,0.02775979,0.0001195607,0.00005279788,0.0005404714,0.07990731],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.009593487,"threshold_uncertainty_score":0.03119993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03337646942464849,"score_gpt":0.3799275799943503,"score_spread":0.3465511105697018,"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."}}