{"id":"W2511999001","doi":"10.22374/cjgim.v7i4.128","title":"Medical Dreams and Academic Pressure: The Terror of Indecision","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Passion; Medicine; Medical education; Medical school; Anxiety; Clinical Practice; Psychology; Social psychology; Nursing; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01499277,0.0005415786,0.0008683892,0.001549263,0.02346794,0.01684863,0.001723042,0.009713732,0.006684038],"category_scores_gemma":[0.0442215,0.0006328054,0.0008492533,0.001235847,0.06343848,0.01520772,0.01466968,0.0376091,0.002418553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01030066,"about_ca_system_score_gemma":0.01331262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01024846,"about_ca_topic_score_gemma":0.01281019,"domain_scores_codex":[0.985188,0.007440469,0.0003164209,0.0007707666,0.003865035,0.002419346],"domain_scores_gemma":[0.9661145,0.009193351,0.003086032,0.001994578,0.003634872,0.01597674],"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":[0.0001343481,0.0001536297,0.004292636,0.0001485623,0.00006103978,0.001468557,0.1183349,0.0001716934,0.0003260472,0.1877976,0.6458238,0.04128716],"study_design_scores_gemma":[0.00006921612,0.0001197523,0.003229823,0.0005280041,0.00001727478,0.002374811,0.1731241,0.0002735499,0.0001918155,0.1084707,0.7114417,0.0001592325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01219665,0.00696649,0.0005305774,0.9472074,0.008869908,0.000009061992,0.00002952934,0.00005793542,0.02413244],"genre_scores_gemma":[0.5131598,0.01020312,0.00102551,0.4333216,0.01693316,0.00005271507,0.00005045495,0.0002320476,0.02502166],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02346794,"threshold_uncertainty_score":0.07929033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1371447242581661,"score_gpt":0.4426017775225961,"score_spread":0.30545705326443,"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."}}