{"id":"W4252562695","doi":"10.18192/aporia.v2i2.3297","title":"Commentaire / Commentary","year":2017,"lang":"en","type":"article","venue":"Aporia","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy","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":[0.02165391,0.001671096,0.002789604,0.003153116,0.01145028,0.01045555,0.008535392,0.0926913,0.02956975],"category_scores_gemma":[0.1683774,0.001571131,0.004294571,0.003087579,0.01086058,0.00782656,0.007137755,0.0821067,0.02089934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02095394,"about_ca_system_score_gemma":0.03598808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04115522,"about_ca_topic_score_gemma":0.04673981,"domain_scores_codex":[0.9706152,0.007132559,0.00351321,0.003696212,0.009741046,0.005301714],"domain_scores_gemma":[0.906746,0.05119586,0.006987843,0.002334497,0.02817202,0.004563802],"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":[0.00001450645,0.000003568579,0.00005528296,0.0001036523,0.00001149345,0.0002147003,0.0002858852,0.000009491268,0.00002412128,0.002041478,0.9964107,0.0008252073],"study_design_scores_gemma":[0.00006942421,0.00001182571,0.0003021307,0.001461537,0.00007923097,0.0003444869,0.001712216,0.00007177067,0.0002093708,0.006516983,0.9891565,0.00006450241],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00009944817,0.0006023021,0.00005026013,0.9292728,0.06692398,0.00003223078,0.0001369787,0.00001892388,0.002863003],"genre_scores_gemma":[0.000809213,0.0004234015,0.00006166518,0.9685065,0.02457605,0.00008112464,0.00002687547,0.0000315976,0.005483553],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0926913,"threshold_uncertainty_score":0.1520322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3718693722243435,"score_gpt":0.5185008593983466,"score_spread":0.146631487174003,"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."}}