{"id":"W4229754845","doi":"10.1503/cmaj.050533","title":"Les medecins et la representation","year":2005,"lang":"fr","type":"article","venue":"Canadian Medical Association Journal","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.007256733,0.0002705774,0.0003624057,0.000933412,0.005497837,0.009566332,0.0008295915,0.004359177,0.01478914],"category_scores_gemma":[0.01325665,0.0001969531,0.0002683278,0.001498612,0.01416129,0.005612623,0.004731853,0.006333673,0.001977555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008216459,"about_ca_system_score_gemma":0.01230404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03782822,"about_ca_topic_score_gemma":0.02922397,"domain_scores_codex":[0.9904027,0.005868545,0.0001904354,0.0004494314,0.001383461,0.001705408],"domain_scores_gemma":[0.993449,0.002383011,0.000944385,0.000379963,0.0009756163,0.00186807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002572658,0.00006063129,0.002094267,0.0000511278,0.000007126469,0.0001008699,0.01061502,0.0001012621,0.0001106615,0.8873153,0.06508431,0.03443367],"study_design_scores_gemma":[0.00002076111,0.00004428235,0.004159065,0.0002605551,0.000004348828,0.0001383591,0.006619602,0.0001254928,0.00009515492,0.07393701,0.914577,0.00001841874],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02297912,0.015551,0.0009930137,0.698149,0.002513482,0.00002006072,0.0001092911,0.00004849773,0.2596365],"genre_scores_gemma":[0.7710081,0.01217662,0.001182528,0.06523176,0.004275248,0.00006120268,0.0001072248,0.00005617158,0.1459011],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03782822,"threshold_uncertainty_score":0.07521605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04798848036587238,"score_gpt":0.4410735059176045,"score_spread":0.3930850255517321,"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."}}