{"id":"W52805631","doi":"10.1093/pch/16.6.331","title":"Unsolicited advice for newly minted paediatricians","year":2011,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Advice (programming); Medicine; Family medicine; Pediatrics; Computer science; Programming language","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":[0.002638046,0.0002517082,0.0003513811,0.0007909358,0.003528201,0.001493813,0.001281334,0.006113508,0.05922948],"category_scores_gemma":[0.03505069,0.000346125,0.0005859232,0.0004153706,0.0006594358,0.001671411,0.002326497,0.004615111,0.00611023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002320335,"about_ca_system_score_gemma":0.007248822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007712682,"about_ca_topic_score_gemma":0.02307244,"domain_scores_codex":[0.9965668,0.001328214,0.0004091725,0.0002176353,0.0006322627,0.0008459917],"domain_scores_gemma":[0.9724889,0.008373134,0.003287195,0.001063598,0.004229771,0.01055733],"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":[0.0007455298,0.00104797,0.1389893,0.0005702329,0.00004919924,0.01120302,0.008630723,0.0002127435,0.001553121,0.001826388,0.6046281,0.2305436],"study_design_scores_gemma":[0.0004111258,0.001203851,0.2383473,0.005485717,0.0001426423,0.02111411,0.03100671,0.001364098,0.00245304,0.004883106,0.6934072,0.0001811173],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3069215,0.007391135,0.002219023,0.4944129,0.01466081,0.0004346449,0.0007590321,0.001061113,0.1721398],"genre_scores_gemma":[0.6965186,0.007128721,0.007659615,0.160365,0.009609499,0.0003843839,0.0007343828,0.0004013155,0.1171985],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05922948,"threshold_uncertainty_score":0.1981423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04816501028139212,"score_gpt":0.3566955358665863,"score_spread":0.3085305255851941,"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."}}